aime2024_cot: by examples

Results Paper Code


Not solved by any model

There are 11 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, 21, 22, 23, 25, 28, 29, 7, 8, 9

Problems solved by 1 model only

example_link model min_pass1_of_model
13 deepseek_r1_distill_llama_70b 0.383
4 mistralai_mixtral_8x7b_instruct_v0.1 0.022

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
4 0.007 0.008
13 0.010 0.210
26 0.075 0.241
12 0.020 0.294
19 0.069 0.311
24 0.021 0.320
16 0.042 0.384
27 0.036 0.415
17 0.060 0.445
14 0.090 0.525

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.