math500_cot: by examples

Results Paper Code


Not solved by any model

There are 9 examples not solved by any model. Solving some of these can be a good signal that your model is indeed better than leading models if these are good problems.
110, 154, 240, 286, 306, 308, 422, 43, 96

Problems solved by 1 model only

example_link model min_pass1_of_model
264 qwen3-14b 0.807
383 qwen1.5-14b-chat 0.283
305 mistralai_mixtral_8x7b_instruct_v0.1 0.233

Suspect problems

These are 10 problems with the lowest correlation with the overall evaluation (i.e. better models tend to do worse on these. )

example_link pass1_of_ex tau
204 0.096 -0.276
305 0.007 -0.079
383 0.007 -0.063
94 0.046 -0.002
456 0.184 0.014
420 0.126 0.103
340 0.064 0.104
460 0.070 0.128
485 0.062 0.167
372 0.051 0.169

Histogram of accuracies

Histogram of problems by the accuracy on each problem.

Histogram of difficulties

Histogram of problems by the minimum win rate to solve each problem.