mlfoundations-dev/fig1_all_light_r1_eval_2e29
Precomputed model outputs for evaluation.
Evaluation Results
Summary
| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces | LiveCodeBenchv5 | AIME25 | HLE |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Accuracy | 39.7 | 78.2 | 85.6 | 31.4 | 54.0 | 43.4 | 22.4 | 7.2 | 6.9 | 12.1 | 31.0 | 6.4 |
AIME24
- Average Accuracy: 39.67% ± 2.08%
- Number of Runs: 10
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 46.67% | 14 | 30 |
| 2 | 50.00% | 15 | 30 |
| 3 | 36.67% | 11 | 30 |
| 4 | 40.00% | 12 | 30 |
| 5 | 36.67% | 11 | 30 |
| 6 | 30.00% | 9 | 30 |
| 7 | 36.67% | 11 | 30 |
| 8 | 36.67% | 11 | 30 |
| 9 | 50.00% | 15 | 30 |
| 10 | 33.33% | 10 | 30 |
AMC23
- Average Accuracy: 78.25% ± 0.94%
- Number of Runs: 10
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 77.50% | 31 | 40 |
| 2 | 72.50% | 29 | 40 |
| 3 | 80.00% | 32 | 40 |
| 4 | 77.50% | 31 | 40 |
| 5 | 75.00% | 30 | 40 |
| 6 | 82.50% | 33 | 40 |
| 7 | 77.50% | 31 | 40 |
| 8 | 77.50% | 31 | 40 |
| 9 | 80.00% | 32 | 40 |
| 10 | 82.50% | 33 | 40 |
MATH500
- Accuracy: 85.60%
Accuracy Questions Solved Total Questions 85.60% 428 500
MMLUPro
- Average Accuracy: 31.40% ± 0.00%
- Number of Runs: 1
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 31.40% | 157 | 500 |
JEEBench
- Average Accuracy: 54.01% ± 0.60%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 52.57% | 270.75 | 515 |
| 2 | 54.51% | 280.75 | 515 |
| 3 | 54.95% | 283.0 | 515 |
GPQADiamond
- Average Accuracy: 43.43% ± 1.67%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 39.39% | 78 | 198 |
| 2 | 44.95% | 89 | 198 |
| 3 | 45.96% | 91 | 198 |
LiveCodeBench
- Average Accuracy: 22.37% ± 0.07%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 22.31% | 114 | 511 |
| 2 | 22.50% | 115 | 511 |
| 3 | 22.31% | 114 | 511 |
CodeElo
- Average Accuracy: 7.25% ± 0.34%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 7.93% | 31 | 391 |
| 2 | 6.91% | 27 | 391 |
| 3 | 6.91% | 27 | 391 |
CodeForces
- Average Accuracy: 6.92% ± 0.27%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 7.28% | 33 | 453 |
| 2 | 7.06% | 32 | 453 |
| 3 | 6.40% | 29 | 453 |
LiveCodeBenchv5
- Average Accuracy: 12.10% ± 0.45%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 11.65% | 43 | 369 |
| 2 | 13.01% | 48 | 369 |
| 3 | 11.65% | 43 | 369 |
AIME25
- Average Accuracy: 31.00% ± 1.34%
- Number of Runs: 10
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 30.00% | 9 | 30 |
| 2 | 26.67% | 8 | 30 |
| 3 | 33.33% | 10 | 30 |
| 4 | 26.67% | 8 | 30 |
| 5 | 36.67% | 11 | 30 |
| 6 | 30.00% | 9 | 30 |
| 7 | 26.67% | 8 | 30 |
| 8 | 40.00% | 12 | 30 |
| 9 | 30.00% | 9 | 30 |
| 10 | 30.00% | 9 | 30 |
HLE
- Average Accuracy: 6.38% ± 0.45%
- Number of Runs: 3
| Run | Accuracy | Questions Solved | Total Questions |
|---|---|---|---|
| 1 | 5.27% | 27 | 512 |
| 2 | 6.84% | 35 | 512 |
| 3 | 7.03% | 36 | 512 |