math500_cot: by examples

Results Paper Code


Not solved by any model

There are 3 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.
154, 422, 96

Problems solved by 1 model only

example_link model min_pass1_of_model
284 qwen3-32b 0.819
286 deepseek_r1_distill_qwen_14b 0.789
264 mistralai_mistral_7b_instruct_v0.2 0.101

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 0.090 -0.140
383 0.009 -0.139
264 0.002 -0.135
305 0.009 -0.132
110 0.010 -0.059
420 0.117 0.006
444 0.058 0.052
340 0.046 0.061
240 0.008 0.089
460 0.121 0.109

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.