aime2024_cot: by examples

Results Paper Code


Not solved by any model

There are 6 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.
10, 11, 23, 28, 29, 9

Problems solved by 1 model only

example_link model min_pass1_of_model
7 deepseek_r1_distill_qwen_32b 0.379
22 qwen3-8b 0.175

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
22 0.003 0.116
7 0.002 0.203
4 0.005 0.226
8 0.010 0.288
25 0.026 0.296
21 0.005 0.306
13 0.008 0.329
12 0.010 0.335
19 0.076 0.389
16 0.073 0.392

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.