id large_string | type large_string | ref_images list | ori_question large_string | options list | frames_list list | video_list list | system_prompt large_string | task_prompt large_string | user_prompt large_string | format_prompt large_string | ground_truth large_string |
|---|---|---|---|---|---|---|---|---|---|---|---|
question_0000 | Planning | [] | This video is non-sequentially filmed in a building, and it is known that there are only two toilets and one staircase inside this building. Currently, I am facing a large gray refrigerator. I want to go to the toilet and need to plan a route to reach the toilet as quickly as possible. What are the correct steps to take next (choose the correct option from the four)? | [
"Turn right, go straight into the new room, then turn right and walk out of the room, open the door opposite the staircase and go in.",
"Turn right, go straight into the new room, then turn right and walk out of the room to reach the staircase and go upstairs.",
"Turn left, go straight into the new room, then turn right and walk out of the room to reach the staircase and go upstairs.",
"Turn left, go straight into the new room, then turn right and walk out of the room, open the door on the left side of the staircase and go in."
] | [
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{
"base_fps": 0.6666666666666666,
"end": 213,
"path": "question_0000/realestate10k_0000_0.mp4",
"start": 37.5
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video is non-sequentially filmed in a building, and it is known that there are only two toilets and one staircase inside this building. Currently, I am facing a large gray refrigerator. I want to go to the toilet and need to plan a route to reach the toilet as quickly as possible. What are the correct steps to take next (choose the correct option from the four)? | Please select the correct answer from the following options:
A. Turn right, go straight into the new room, then turn right and walk out of the room, open the door opposite the staircase and go in.;
B. Turn right, go straight into the new room, then turn right and walk out of the room to reach the staircase and go upstairs.;
C. Turn left, go straight into the new room, then turn right and walk out of the room to reach the staircase and go upstairs.;
D. Turn left, go straight into the new room, then turn right and walk out of the room, open the door on the left side of the staircase and go in..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0001 | Planning | [] | This video focuses on filming a cottage in the suburbs. After I go up the steps and enter the house through the door in front of me, if I want to cook something to eat, which way should I go? | [
"Open the door and enter the first room. Leave the room from the right, and turn left to reach the destination.",
"Open the door and enter the first room. Leave the room from the left, and turn right to reach the destination.",
"Open the door and enter the first room. Leave the room from the left, and enter the first room on the right side of the corridor to reach the destination.",
"Open the door and enter the first room. Leave the room from the right, and enter the first room on the left side of the corridor to reach the destination."
] | [
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 180,
"path": "question_0001/realestate10k_0006_0.mp4",
"start": 6
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video focuses on filming a cottage in the suburbs. After I go up the steps and enter the house through the door in front of me, if I want to cook something to eat, which way should I go? | Please select the correct answer from the following options:
A. Open the door and enter the first room. Leave the room from the right, and turn left to reach the destination.;
B. Open the door and enter the first room. Leave the room from the left, and turn right to reach the destination.;
C. Open the door and enter the first room. Leave the room from the left, and enter the first room on the right side of the corridor to reach the destination.;
D. Open the door and enter the first room. Leave the room from the right, and enter the first room on the left side of the corridor to reach the destination..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | B |
question_0002 | Planning | [] | The video captures the entire process of my ride from the 0-second mark (the last frame is taken now). I suddenly realize that I left something at the starting point. How should I proceed to retrieve it? | [
"Turn around and keep riding forward until you pass 6 streetlights on the left, then turn left",
"Turn around and keep riding forward until you pass 2 streetlights on the left, then turn right",
"Turn around and keep riding forward until you pass 4 streetlights on the left, then turn right",
"Turn around and keep riding forward until you pass 6 streetlights on the left, then turn right"
] | [
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]
] | [
{
"base_fps": 2,
"end": 80.5,
"path": "question_0002/ego4d_0094_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: The video captures the entire process of my ride from the 0-second mark (the last frame is taken now). I suddenly realize that I left something at the starting point. How should I proceed to retrieve it? | Please select the correct answer from the following options:
A. Turn around and keep riding forward until you pass 6 streetlights on the left, then turn left;
B. Turn around and keep riding forward until you pass 2 streetlights on the left, then turn right;
C. Turn around and keep riding forward until you pass 4 streetlights on the left, then turn right;
D. Turn around and keep riding forward until you pass 6 streetlights on the left, then turn right.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0003 | Planning | [] | Alex is the driver of this car, and this is the video footage captured by a camera on his car (the last frame represents the current moment). If Alex wants to return to the parking lot where he started, how should he drive now? | [
"U-turn and go straight, then turn left at the second intersection to enter the parking lot",
"U-turn and go straight, then turn left at the fourth intersection to enter the parking lot",
"U-turn and go straight, then turn right at the fourth intersection to enter the parking lot",
"U-turn and go straight, then turn left at the third intersection to enter the parking lot",
"U-turn and go straight, then turn right at the third intersection to enter the parking lot",
"U-turn and go straight, then turn right at the second intersection to enter the parking lot"
] | [
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]
] | [
{
"base_fps": 4.0001600064002565,
"end": 41.49833999999999,
"path": "question_0003/nuscenes_0000_4.mp4",
"start": 12.749489999999998
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: Alex is the driver of this car, and this is the video footage captured by a camera on his car (the last frame represents the current moment). If Alex wants to return to the parking lot where he started, how should he drive now? | Please select the correct answer from the following options:
A. U-turn and go straight, then turn left at the second intersection to enter the parking lot;
B. U-turn and go straight, then turn left at the fourth intersection to enter the parking lot;
C. U-turn and go straight, then turn right at the fourth intersection to enter the parking lot;
D. U-turn and go straight, then turn left at the third intersection to enter the parking lot;
E. U-turn and go straight, then turn right at the third intersection to enter the parking lot;
F. U-turn and go straight, then turn right at the second intersection to enter the parking lot.
. You need to choose one letter from A,B,C,D,E,F as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | D |
question_0004 | Planning | [
"question_0004/image_content_1.png"
] | The video is shot from a bird's-eye view of a building. I will provide you with an image showing my position and orientation on the ground (the red dot represents my position and the arrow shows my orientation)<image>Please answer: If I want to view the statue from the front, how many paths are there to reach the target point? Among these paths, what is the shortest route? | [
"3 paths; the shortest path is to enter the building from the rear-right passage and walk straight to the target point",
"2 paths; the shortest path is to go up the steps, turn right, and walk around the side of the statue to reach the target point",
"3 paths; the shortest path is to go up the steps, turn right, and walk around the side of the statue to reach the target point",
"2 paths; the shortest path is to enter the building from the rear-right passage and walk straight to the target point"
] | [
[
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"question_0004/dl3dv_0015_0/00:30.00_frame_1.00_30.jpg"
]
] | [
{
"base_fps": 1,
"end": 30,
"path": "question_0004/dl3dv_0015_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: The video is shot from a bird's-eye view of a building. I will provide you with an image showing my position and orientation on the ground (the red dot represents my position and the arrow shows my orientation)<image>Please answer: If I want to view the statue from the front, how many paths are there to reach the target point? Among these paths, what is the shortest route? | Please select the correct answer from the following options:
A. 3 paths; the shortest path is to enter the building from the rear-right passage and walk straight to the target point;
B. 2 paths; the shortest path is to go up the steps, turn right, and walk around the side of the statue to reach the target point;
C. 3 paths; the shortest path is to go up the steps, turn right, and walk around the side of the statue to reach the target point;
D. 2 paths; the shortest path is to enter the building from the rear-right passage and walk straight to the target point.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0005 | Planning | [] | The video records my environment in the office, and the last frame represents my current position. Assuming it's raining heavily outside and I want to go out, which way should I go next? | [
"Turn right, walk straight to the doorknob position, pick up the thing in the corner, and open the door.",
"Turn right, walk straight to the end, turn left, walk straight to the end, pick up the thing on the ground, turn around, walk straight to the doorknob position and open the door.",
"Turn right, walk straight to the doorknob position and open the door.",
"Turn right, walk straight to the end, turn right, walk straight to the end, pick up the thing on the ground, turn around, walk straight to the doorknob position and open the door."
] | [
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]
] | [
{
"base_fps": 2,
"end": 110,
"path": "question_0005/scannetpp_0104_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: The video records my environment in the office, and the last frame represents my current position. Assuming it's raining heavily outside and I want to go out, which way should I go next? | Please select the correct answer from the following options:
A. Turn right, walk straight to the doorknob position, pick up the thing in the corner, and open the door.;
B. Turn right, walk straight to the end, turn left, walk straight to the end, pick up the thing on the ground, turn around, walk straight to the doorknob position and open the door.;
C. Turn right, walk straight to the doorknob position and open the door.;
D. Turn right, walk straight to the end, turn right, walk straight to the end, pick up the thing on the ground, turn around, walk straight to the doorknob position and open the door..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | B |
question_0006 | Planning | [] | Bob is the owner of this room. He is now sitting on the red sofa closest to the square table, and he wants to go to the green bed to sleep. How should he go? | [
"Turn left and walk a short distance to go upstairs, after going upstairs, enter the second room on the right",
"Turn left and walk a short distance to go upstairs, after going upstairs, enter the first room on the right",
"Walk forward for a distance, then turn left into the kitchen, continue forward out of the kitchen, upstairs, and after going upstairs, enter the second room on the left",
"Walk forward for a distance, then turn left into the kitchen, go out through the left door of the kitchen, to the first room",
"Walk forward for a distance, then turn left into the kitchen, go out through the left door of the kitchen, to the second room",
"Walk forward for a distance, then turn left into the kitchen, continue forward out of the kitchen, upstairs, and after going upstairs, enter the second room on the right"
] | [
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"question_0006/realestate10k_0044_0/01:19.50_frame_1.50_53.jpg",
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"question_0006/realestate10k_0044_0/01:22.50_frame_1.50_55.jpg"
]
] | [
{
"base_fps": 0.6666666666666666,
"end": 82.5,
"path": "question_0006/realestate10k_0044_0.mp4",
"start": 7.5
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: Bob is the owner of this room. He is now sitting on the red sofa closest to the square table, and he wants to go to the green bed to sleep. How should he go? | Please select the correct answer from the following options:
A. Turn left and walk a short distance to go upstairs, after going upstairs, enter the second room on the right;
B. Turn left and walk a short distance to go upstairs, after going upstairs, enter the first room on the right;
C. Walk forward for a distance, then turn left into the kitchen, continue forward out of the kitchen, upstairs, and after going upstairs, enter the second room on the left;
D. Walk forward for a distance, then turn left into the kitchen, go out through the left door of the kitchen, to the first room;
E. Walk forward for a distance, then turn left into the kitchen, go out through the left door of the kitchen, to the second room;
F. Walk forward for a distance, then turn left into the kitchen, continue forward out of the kitchen, upstairs, and after going upstairs, enter the second room on the right.
. You need to choose one letter from A,B,C,D,E,F as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0007 | Planning | [
"question_0007/image_content_1.png"
] | This video shows the interior of a building (it is known that there is only one staircase in this building). Assuming I am sitting here at the dining table as shown in this image: <image> I am sitting in the corner. If I want to go upstairs, which of the following paths is correct and shortest? | [
"Exit the kitchen through the door currently directly in front of you, turn right after exiting, walk a short distance, then turn right around the corner to go straight upstairs",
"Exit the kitchen through the door currently on your left, turn left after exiting, walk a short distance to reach the carpeted area, then turn right to go upstairs",
"Exit the kitchen through the door currently directly in front of you, walk a distance to reach the carpeted area, then turn right to go upstairs",
"Exit the kitchen through the door currently on your left, turn right after exiting, walk a short distance, then turn right around the corner to go straight upstairs"
] | [
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 145.5,
"path": "question_0007/realestate10k_0044_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video shows the interior of a building (it is known that there is only one staircase in this building). Assuming I am sitting here at the dining table as shown in this image: <image> I am sitting in the corner. If I want to go upstairs, which of the following paths is correct and shortest? | Please select the correct answer from the following options:
A. Exit the kitchen through the door currently directly in front of you, turn right after exiting, walk a short distance, then turn right around the corner to go straight upstairs;
B. Exit the kitchen through the door currently on your left, turn left after exiting, walk a short distance to reach the carpeted area, then turn right to go upstairs;
C. Exit the kitchen through the door currently directly in front of you, walk a distance to reach the carpeted area, then turn right to go upstairs;
D. Exit the kitchen through the door currently on your left, turn right after exiting, walk a short distance, then turn right around the corner to go straight upstairs.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0008 | Planning | [] | This video records my walk around the gym, and the last frame represents my current position. If I want to leave to find my friend who is wearing green and running, how should I go? | [
"Rotate counterclockwise about 135 degrees, walk straight to the end of the wall, then turn left, open the door on the left and enter",
"Rotate counterclockwise about 135 degrees, walk straight to the end of the wall, then turn right, open the door on the right and enter",
"Rotate clockwise about 135 degrees, walk straight to the other wall, open the door on the left and enter",
"Rotate clockwise about 135 degrees, walk straight to the other wall, open the door on the right and enter"
] | [
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]
] | [
{
"base_fps": 1,
"end": 87,
"path": "question_0008/dl3dv-10k_0012_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video records my walk around the gym, and the last frame represents my current position. If I want to leave to find my friend who is wearing green and running, how should I go? | Please select the correct answer from the following options:
A. Rotate counterclockwise about 135 degrees, walk straight to the end of the wall, then turn left, open the door on the left and enter;
B. Rotate counterclockwise about 135 degrees, walk straight to the end of the wall, then turn right, open the door on the right and enter;
C. Rotate clockwise about 135 degrees, walk straight to the other wall, open the door on the left and enter;
D. Rotate clockwise about 135 degrees, walk straight to the other wall, open the door on the right and enter.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | B |
question_0009 | Planning | [] | I am working in the room, and I suddenly want to closely admire the striking red painting. How should I proceed? | [
"Turn around, walk straight, and enter after passing the first door on your left",
"Turn around and walk straight to the end",
"Turn around, walk straight, and turn right at the first intersection",
"Go left and walk straight until you reach the sofa"
] | [
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]
] | [
{
"base_fps": 1,
"end": 108,
"path": "question_0009/scannet_fix_0069_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: I am working in the room, and I suddenly want to closely admire the striking red painting. How should I proceed? | Please select the correct answer from the following options:
A. Turn around, walk straight, and enter after passing the first door on your left;
B. Turn around and walk straight to the end;
C. Turn around, walk straight, and turn right at the first intersection;
D. Go left and walk straight until you reach the sofa.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | B |
question_0010 | Planning | [
"question_0010/image_content_2.png",
"question_0010/image_content_4.png"
] | I am currently working in the position shown in image one within the room displayed in the video; I want to get some fresh air on the balcony shown in image two. Please help me plan a route. Image one: <image> Image two: <image> | [
"Enter the dining area from the corridor on the left, turn left after entering, go straight to the end, and enter the door on the left.",
"Enter the living room from the corridor on the right, turn right after entering, go straight to the end, then turn left, and keep going forward to enter another door.",
"Enter the living room from the corridor on the right, turn right after entering, go straight to the end, and enter the door on the right.",
"Enter the dining area from the corridor on the left, turn right after entering, go straight to the end, and enter the door on the right."
] | [
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 303,
"path": "question_0010/realestate10k_0014_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: I am currently working in the position shown in image one within the room displayed in the video; I want to get some fresh air on the balcony shown in image two. Please help me plan a route. Image one: <image> Image two: <image> | Please select the correct answer from the following options:
A. Enter the dining area from the corridor on the left, turn left after entering, go straight to the end, and enter the door on the left.;
B. Enter the living room from the corridor on the right, turn right after entering, go straight to the end, then turn left, and keep going forward to enter another door.;
C. Enter the living room from the corridor on the right, turn right after entering, go straight to the end, and enter the door on the right.;
D. Enter the dining area from the corridor on the left, turn right after entering, go straight to the end, and enter the door on the right..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0011 | Planning | [
"question_0011/image_content_1.png",
"question_0011/image_content_4.png",
"question_0011/image_content_6.png"
] | This video is a disjointed recording of a building. I now want to go to the kitchen to cook, starting from the location shown in the image: <image> Please determine how I should proceed at the following two intersections on the way to the kitchen. Intersection one: <image> Intersection two: <image> | [
"At intersection one, turn around and go straight for a distance then turn right and go downstairs; at intersection two, turn around and go straight to exit the room",
"At intersection one, turn around and go straight for a distance then turn left and go downstairs; at intersection two, turn around and go straight to exit the room",
"At intersection one, turn around and go straight for a distance then turn left and go downstairs; at intersection two, turn left and exit the room",
"At intersection one, turn around and go straight for a distance then turn right and go downstairs; at intersection two, turn left and exit the room"
] | [
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 228,
"path": "question_0011/realestate10k_0000_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video is a disjointed recording of a building. I now want to go to the kitchen to cook, starting from the location shown in the image: <image> Please determine how I should proceed at the following two intersections on the way to the kitchen. Intersection one: <image> Intersection two: <image> | Please select the correct answer from the following options:
A. At intersection one, turn around and go straight for a distance then turn right and go downstairs; at intersection two, turn around and go straight to exit the room;
B. At intersection one, turn around and go straight for a distance then turn left and go downstairs; at intersection two, turn around and go straight to exit the room;
C. At intersection one, turn around and go straight for a distance then turn left and go downstairs; at intersection two, turn left and exit the room;
D. At intersection one, turn around and go straight for a distance then turn right and go downstairs; at intersection two, turn left and exit the room.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0012 | Planning | [] | The video shows the layout of a room, and I am currently sitting on a blue-gray chair that appears at the 53rd second. If I want to leave this room as quickly as possible, please help me plan the shortest route. | [
"Turn directly to the right, walk straight to the door, and open it to go out",
"Turn directly to the left, walk straight to the door, and open it to go out",
"Turn directly backward, walk straight to the door, and open it to go out",
"Go directly forward, walk around the table and continue straight to the door, and open it to go out"
] | [
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]
] | [
{
"base_fps": 1,
"end": 83,
"path": "question_0012/scannet_fix_0037_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: The video shows the layout of a room, and I am currently sitting on a blue-gray chair that appears at the 53rd second. If I want to leave this room as quickly as possible, please help me plan the shortest route. | Please select the correct answer from the following options:
A. Turn directly to the right, walk straight to the door, and open it to go out;
B. Turn directly to the left, walk straight to the door, and open it to go out;
C. Turn directly backward, walk straight to the door, and open it to go out;
D. Go directly forward, walk around the table and continue straight to the door, and open it to go out.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0013 | Planning | [
"question_0013/image_content_1.png",
"question_0013/image_content_3.png"
] | This video records the interior layout of a building, and this image represents my current position and orientation: <image> I want to reach this dining table (as shown in the image below), what is the shortest path (select the correct option)? <image> | [
"Walk straight for a distance and turn left to go down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance",
"Walk straight for a distance and go straight down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance",
"Walk straight for a distance and then turn right to go down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance",
"Walk straight for a distance and then turn right to go down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room",
"Walk straight for a distance and go straight down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room",
"Walk straight for a distance and turn left to go down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room"
] | [
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 180,
"path": "question_0013/realestate10k_0000_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video records the interior layout of a building, and this image represents my current position and orientation: <image> I want to reach this dining table (as shown in the image below), what is the shortest path (select the correct option)? <image> | Please select the correct answer from the following options:
A. Walk straight for a distance and turn left to go down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance;
B. Walk straight for a distance and go straight down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance;
C. Walk straight for a distance and then turn right to go down the stairs, after going down the stairs, turn around and enter the right corridor, walk straight for a distance;
D. Walk straight for a distance and then turn right to go down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room;
E. Walk straight for a distance and go straight down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room;
F. Walk straight for a distance and turn left to go down the stairs, after going down the stairs, turn left, walk for a distance and then turn left to exit the room.
. You need to choose one letter from A,B,C,D,E,F as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | C |
question_0014 | Planning | [] | The length and width of this room are x and y respectively (x is greater than y). I currently have a book in hand and want to sit on a swivel chair in a sunlit spot to read comfortably. I entered this room from the door with a purple mark. What should I do next? | [
"Turn left along the pool after entering, walk straight about 0.5x, then turn left to reach the chair.",
"Turn left along the pool after entering, walk straight until you encounter an obstacle, turn left to reach the chair.",
"Walk forward about 0.5y, then turn left, then walk straight about 0.5x, turn right and walk a distance to reach the chair.",
"Walk forward about 0.5y, then turn left, walk straight until you encounter an obstacle, turn left to reach the chair."
] | [
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]
] | [
{
"base_fps": 2,
"end": 137.5,
"path": "question_0014/scannetpp_0009_0.mp4",
"start": 50
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: The length and width of this room are x and y respectively (x is greater than y). I currently have a book in hand and want to sit on a swivel chair in a sunlit spot to read comfortably. I entered this room from the door with a purple mark. What should I do next? | Please select the correct answer from the following options:
A. Turn left along the pool after entering, walk straight about 0.5x, then turn left to reach the chair.;
B. Turn left along the pool after entering, walk straight until you encounter an obstacle, turn left to reach the chair.;
C. Walk forward about 0.5y, then turn left, then walk straight about 0.5x, turn right and walk a distance to reach the chair.;
D. Walk forward about 0.5y, then turn left, walk straight until you encounter an obstacle, turn left to reach the chair..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | D |
question_0015 | Planning | [] | Suppose I am currently sitting on that white chair closest to the cabinet, and I want to operate the robotic arm to conduct an experiment. How should I proceed? | [
"Get up, turn left, walk forward a certain distance, then turn left again, and walk a certain distance to reach the target point.",
"Get up, turn left, walk forward a certain distance, then turn right, and walk a certain distance to reach the target point.",
"Get up, walk backward a certain distance, then turn left, and walk a certain distance to reach the target point.",
"Get up, walk backward a certain distance, then turn right, and walk a certain distance to reach the target point."
] | [
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]
] | [
{
"base_fps": 2,
"end": 140,
"path": "question_0015/scannetpp_0002_0.mp4",
"start": 45
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: Suppose I am currently sitting on that white chair closest to the cabinet, and I want to operate the robotic arm to conduct an experiment. How should I proceed? | Please select the correct answer from the following options:
A. Get up, turn left, walk forward a certain distance, then turn left again, and walk a certain distance to reach the target point.;
B. Get up, turn left, walk forward a certain distance, then turn right, and walk a certain distance to reach the target point.;
C. Get up, walk backward a certain distance, then turn left, and walk a certain distance to reach the target point.;
D. Get up, walk backward a certain distance, then turn right, and walk a certain distance to reach the target point..
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0016 | Planning | [
"question_0016/image_content_1.png"
] | I am attending a class in the classroom shown in the video. The green dot and arrow on the floor represent my current position and orientation: <image>. I now need to use the remote control to turn on the projector. What is the shortest path I should take? (Please select the correct and shortest path.). Hint: The long table in the middle is composed of four square desks, each 1.6m long and 1.6m wide, joined together. | [
"Turn around, walk straight about 4.8m, the remote control is on your left hand side",
"Turn right around the table to the other side, walk straight about 4.8m, the remote control is on your right hand side",
"Turn around, walk straight about 1.6m, the remote control is on your left hand side",
"Turn right around the table to the other side, walk straight about 1.6m, the remote control is on your right hand side"
] | [
[
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"question_0016/scannet_fix_0053_0/00:36.00_frame_1.00_36.jpg",
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"question_0016/scannet_fix_0053_0/00:39.00_frame_1.00_39.jpg",
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"question_0016/scannet_fix_0053_0/00:41.00_frame_1.00_41.jpg",
"question_0016/scannet_fix_0053_0/00:42.00_frame_1.00_42.jpg",
"question_0016/scannet_fix_0053_0/00:43.00_frame_1.00_43.jpg",
"question_0016/scannet_fix_0053_0/00:44.00_frame_1.00_44.jpg",
"question_0016/scannet_fix_0053_0/00:45.00_frame_1.00_45.jpg",
"question_0016/scannet_fix_0053_0/00:46.00_frame_1.00_46.jpg",
"question_0016/scannet_fix_0053_0/00:47.00_frame_1.00_47.jpg",
"question_0016/scannet_fix_0053_0/00:48.00_frame_1.00_48.jpg",
"question_0016/scannet_fix_0053_0/00:49.00_frame_1.00_49.jpg",
"question_0016/scannet_fix_0053_0/00:50.00_frame_1.00_50.jpg",
"question_0016/scannet_fix_0053_0/00:51.00_frame_1.00_51.jpg",
"question_0016/scannet_fix_0053_0/00:52.00_frame_1.00_52.jpg",
"question_0016/scannet_fix_0053_0/00:53.00_frame_1.00_53.jpg",
"question_0016/scannet_fix_0053_0/00:54.00_frame_1.00_54.jpg"
]
] | [
{
"base_fps": 1,
"end": 54,
"path": "question_0016/scannet_fix_0053_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: I am attending a class in the classroom shown in the video. The green dot and arrow on the floor represent my current position and orientation: <image>. I now need to use the remote control to turn on the projector. What is the shortest path I should take? (Please select the correct and shortest path.). Hint: The long table in the middle is composed of four square desks, each 1.6m long and 1.6m wide, joined together. | Please select the correct answer from the following options:
A. Turn around, walk straight about 4.8m, the remote control is on your left hand side;
B. Turn right around the table to the other side, walk straight about 4.8m, the remote control is on your right hand side;
C. Turn around, walk straight about 1.6m, the remote control is on your left hand side;
D. Turn right around the table to the other side, walk straight about 1.6m, the remote control is on your right hand side.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0017 | Planning | [] | Observe the video filmed in the library. It seems I left a black jacket here. In front of me, there are several red books stacked side by side, and behind me, there are some computers. How should I proceed to retrieve my jacket? | [
"Turn right, walk straight to the end of this bookshelf, then turn right and you'll see it",
"Turn left, walk straight to the end of this bookshelf, then turn left and you'll see it",
"Turn left, walk straight to the end of this bookshelf, then turn right and you'll see it",
"The jacket does not appear in the library, cannot be found"
] | [
[
"question_0017/scannet_fix_0052_0/00:00.00_frame_1.00_0.jpg",
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"question_0017/scannet_fix_0052_0/00:16.00_frame_1.00_16.jpg",
"question_0017/scannet_fix_0052_0/00:17.00_frame_1.00_17.jpg",
"question_0017/scannet_fix_0052_0/00:18.00_frame_1.00_18.jpg",
"question_0017/scannet_fix_0052_0/00:19.00_frame_1.00_19.jpg",
"question_0017/scannet_fix_0052_0/00:20.00_frame_1.00_20.jpg",
"question_0017/scannet_fix_0052_0/00:21.00_frame_1.00_21.jpg",
"question_0017/scannet_fix_0052_0/00:22.00_frame_1.00_22.jpg",
"question_0017/scannet_fix_0052_0/00:23.00_frame_1.00_23.jpg",
"question_0017/scannet_fix_0052_0/00:24.00_frame_1.00_24.jpg",
"question_0017/scannet_fix_0052_0/00:25.00_frame_1.00_25.jpg",
"question_0017/scannet_fix_0052_0/00:26.00_frame_1.00_26.jpg",
"question_0017/scannet_fix_0052_0/00:27.00_frame_1.00_27.jpg",
"question_0017/scannet_fix_0052_0/00:28.00_frame_1.00_28.jpg",
"question_0017/scannet_fix_0052_0/00:29.00_frame_1.00_29.jpg",
"question_0017/scannet_fix_0052_0/00:30.00_frame_1.00_30.jpg",
"question_0017/scannet_fix_0052_0/00:31.00_frame_1.00_31.jpg",
"question_0017/scannet_fix_0052_0/00:32.00_frame_1.00_32.jpg",
"question_0017/scannet_fix_0052_0/00:33.00_frame_1.00_33.jpg",
"question_0017/scannet_fix_0052_0/00:34.00_frame_1.00_34.jpg",
"question_0017/scannet_fix_0052_0/00:35.00_frame_1.00_35.jpg",
"question_0017/scannet_fix_0052_0/00:36.00_frame_1.00_36.jpg",
"question_0017/scannet_fix_0052_0/00:37.00_frame_1.00_37.jpg",
"question_0017/scannet_fix_0052_0/00:38.00_frame_1.00_38.jpg"
]
] | [
{
"base_fps": 1,
"end": 38,
"path": "question_0017/scannet_fix_0052_0.mp4",
"start": 0
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: Observe the video filmed in the library. It seems I left a black jacket here. In front of me, there are several red books stacked side by side, and behind me, there are some computers. How should I proceed to retrieve my jacket? | Please select the correct answer from the following options:
A. Turn right, walk straight to the end of this bookshelf, then turn right and you'll see it;
B. Turn left, walk straight to the end of this bookshelf, then turn left and you'll see it;
C. Turn left, walk straight to the end of this bookshelf, then turn right and you'll see it;
D. The jacket does not appear in the library, cannot be found.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0018 | Planning | [
"question_0018/image_content_1.png"
] | This video captures the interior of a building. I am currently inside this building, and the following image represents the view in front of me. I want to go to the laundry room to pick up my clothes. What should I do next? <image> | [
"Turn around and exit the kitchen, walk left for a distance",
"Turn around and exit the kitchen, walk right for a distance",
"Turn right from the front-right along the white kitchen counter, exit the kitchen, and then walk right for a distance",
"Walk straight for a distance, exit the kitchen through the wooden door on the front-right, and then walk straight for a distance and turn left"
] | [
[
"question_0018/realestate10k_0003_0/00:06.00_frame_1.50_4.jpg",
"question_0018/realestate10k_0003_0/00:07.50_frame_1.50_5.jpg",
"question_0018/realestate10k_0003_0/00:09.00_frame_1.50_6.jpg",
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"question_0018/realestate10k_0003_0/01:34.50_frame_1.50_63.jpg",
"question_0018/realestate10k_0003_0/01:36.00_frame_1.50_64.jpg"
]
] | [
{
"base_fps": 0.6666666666666666,
"end": 96,
"path": "question_0018/realestate10k_0003_0.mp4",
"start": 6
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video captures the interior of a building. I am currently inside this building, and the following image represents the view in front of me. I want to go to the laundry room to pick up my clothes. What should I do next? <image> | Please select the correct answer from the following options:
A. Turn around and exit the kitchen, walk left for a distance;
B. Turn around and exit the kitchen, walk right for a distance;
C. Turn right from the front-right along the white kitchen counter, exit the kitchen, and then walk right for a distance;
D. Walk straight for a distance, exit the kitchen through the wooden door on the front-right, and then walk straight for a distance and turn left.
. You need to choose one letter from A,B,C,D as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | A |
question_0019 | Planning | [] | This video captures the interior layout of a building. I am currently lying on a large double bed, resting. To go outside for some fresh air, how should I proceed? | [
"Leave the bedroom, go through one wooden door, then walk straight to the right into the kitchen, exit the kitchen to reach the location of the main door.",
"Leave the bedroom, go through two wooden doors, then move to the front-left to enter the living room, exit the living room to reach the location of the main door.",
"Leave the bedroom, go through two wooden doors, then walk straight to the left into the kitchen, exit the kitchen to reach the location of the main door.",
"Leave the bedroom, go through two wooden doors, then move to the rear-left to enter the living room, exit the living room to reach the location of the main door.",
"Leave the bedroom, go through one wooden door, then walk straight to the left into the kitchen, exit the kitchen to reach the location of the main door.",
"Leave the bedroom, go through one wooden door, then move to the rear-left to enter the living room, exit the living room to reach the location of the main door."
] | [
[
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"question_0019/realestate10k_0003_0/00:57.00_frame_1.50_38.jpg",
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]
] | [
{
"base_fps": 0.6666666666666666,
"end": 135,
"path": "question_0019/realestate10k_0003_0.mp4",
"start": 6
}
] | Please answer questions based on video content.
Each video is presented as a frame sequence, with each frame's top-left corner displaying a timestamp ("xx m yy s") that indicates the exact capture time (e.g., 02m20.50s). The timestamps on the initial and final frames correspond to the video's start and end times.
| This task requires you to formulate a plan for a given requirement based on the video information. | The video I provided to you is: <video>. Next, I will ask a question based on the video information. My question is: This video captures the interior layout of a building. I am currently lying on a large double bed, resting. To go outside for some fresh air, how should I proceed? | Please select the correct answer from the following options:
A. Leave the bedroom, go through one wooden door, then walk straight to the right into the kitchen, exit the kitchen to reach the location of the main door.;
B. Leave the bedroom, go through two wooden doors, then move to the front-left to enter the living room, exit the living room to reach the location of the main door.;
C. Leave the bedroom, go through two wooden doors, then walk straight to the left into the kitchen, exit the kitchen to reach the location of the main door.;
D. Leave the bedroom, go through two wooden doors, then move to the rear-left to enter the living room, exit the living room to reach the location of the main door.;
E. Leave the bedroom, go through one wooden door, then walk straight to the left into the kitchen, exit the kitchen to reach the location of the main door.;
F. Leave the bedroom, go through one wooden door, then move to the rear-left to enter the living room, exit the living room to reach the location of the main door..
. You need to choose one letter from A,B,C,D,E,F as your answer and provide your detailed reasoning process (based on what information you arrived at this conclusion). Only provide your output(answer and reason) in JSON format: {"answer": a letter, "reason": str}. | D |
End of preview. Expand
in Data Studio
MMSI-Video-Bench
A video-based spatial intelligence benchmark for evaluating Multimodal Large Language Models (MLLMs).
Dataset Description
MMSI-Video-Bench tests models on:
- Spatial reasoning
- Motion understanding
- Planning and prediction
- Cross-video reasoning
Dataset Structure
MMSI-Video-Bench/
├── data/
│ └── test-00000-of-00001.parquet # 1106 samples
├── frames.zip # Extracted video frames
├── ref_images.zip # Reference images
├── videos.zip # Original videos
└── README.md
Parquet Columns
| Column | Type | Description |
|---|---|---|
id |
string | Unique question ID (e.g., "question_0000") |
type |
string | Question category |
system_prompt |
string | System prompt |
task_prompt |
string | Task description |
user_prompt |
string | User question |
format_prompt |
string | Answer format instructions |
ori_question |
string | Original question text |
options |
list[string] | Answer choices (A-F) |
ground_truth |
string | Correct answer letter |
video_list |
list[dict] | Video metadata (path, start, end, base_fps) |
frames_list |
list[list[string]] | Paths to extracted frames per video |
ref_images |
list[string] | Paths to reference images |
Usage
import pandas as pd
from datasets import load_dataset
# Option 1: Load parquet directly
df = pd.read_parquet("hf://datasets/oscarqjh/MMSI-Video-Bench/data/test-00000-of-00001.parquet")
# Option 2: Load with datasets library
dataset = load_dataset("oscarqjh/MMSI-Video-Bench")
# Access a sample
sample = dataset["train"][0]
print(sample["id"])
print(sample["ori_question"])
print(sample["options"])
print(sample["ground_truth"])
# Video paths are relative to the extracted zip files
# e.g., sample["video_list"][0]["path"] = "question_0000/video.mp4"
# After extracting videos.zip: videos/question_0000/video.mp4
Extracting Media Files
# Download and extract
wget https://huggingface.co/datasets/oscarqjh/MMSI-Video-Bench/resolve/main/frames.zip
wget https://huggingface.co/datasets/oscarqjh/MMSI-Video-Bench/resolve/main/ref_images.zip
wget https://huggingface.co/datasets/oscarqjh/MMSI-Video-Bench/resolve/main/videos.zip
unzip frames.zip -d frames/
unzip ref_images.zip -d ref_images/
unzip videos.zip -d videos/
Citation
Please cite the original MMSI-Video-Bench paper if you use this dataset.
License
CC-BY-4.0
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