OctoReasoner/CodeSpaceComplexity

Code Space Complexity prediction

Sourced from BigOBench, using a subset of the N-most commonly occuring space complexities in the dataset

Three tasks:

• sc_direct: Directly predict the space complexity as O(X) given the code
• code_to_sc_mcq: Select the correct space complexity from four options, given the code
• code_from_sc_mcq: Given a space complexity, select the code with that space complexity from four options.

Complexity
O(1)
O(logn)
O(logn*logm)
O(n)
O(n+m)
O(nlogn)
O(n*m)
O(n**2)