| # mlfoundations-dev/fig1_all_s1_eval_636d |
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| Precomputed model outputs for evaluation. |
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| ## Evaluation Results |
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| ### Summary |
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| | Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces | |
| |--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------| |
| | Accuracy | 20.7 | 60.2 | 77.0 | 28.8 | 41.9 | 41.4 | 23.2 | 3.9 | 5.3 | |
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| ### AIME24 |
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| - **Average Accuracy**: 20.67% ± 2.04% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 30.00% | 9 | 30 | |
| | 2 | 16.67% | 5 | 30 | |
| | 3 | 30.00% | 9 | 30 | |
| | 4 | 16.67% | 5 | 30 | |
| | 5 | 26.67% | 8 | 30 | |
| | 6 | 20.00% | 6 | 30 | |
| | 7 | 13.33% | 4 | 30 | |
| | 8 | 20.00% | 6 | 30 | |
| | 9 | 10.00% | 3 | 30 | |
| | 10 | 23.33% | 7 | 30 | |
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| ### AMC23 |
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| - **Average Accuracy**: 60.25% ± 1.30% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 65.00% | 26 | 40 | |
| | 2 | 57.50% | 23 | 40 | |
| | 3 | 57.50% | 23 | 40 | |
| | 4 | 67.50% | 27 | 40 | |
| | 5 | 62.50% | 25 | 40 | |
| | 6 | 60.00% | 24 | 40 | |
| | 7 | 57.50% | 23 | 40 | |
| | 8 | 60.00% | 24 | 40 | |
| | 9 | 52.50% | 21 | 40 | |
| | 10 | 62.50% | 25 | 40 | |
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| ### MATH500 |
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| - **Accuracy**: 77.00% |
| | Accuracy | Questions Solved | Total Questions | |
| |----------|-----------------|----------------| |
| | 77.00% | 385 | 500 | |
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| ### MMLUPro |
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| - **Average Accuracy**: 28.80% ± 0.00% |
| - **Number of Runs**: 1 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 28.80% | 144 | 500 | |
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| ### JEEBench |
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| - **Average Accuracy**: 41.91% ± 0.54% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 40.58% | 209.0 | 515 | |
| | 2 | 42.52% | 219.0 | 515 | |
| | 3 | 42.62% | 219.5 | 515 | |
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| ### GPQADiamond |
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| - **Average Accuracy**: 41.41% ± 1.09% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 40.91% | 81 | 198 | |
| | 2 | 39.39% | 78 | 198 | |
| | 3 | 43.94% | 87 | 198 | |
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| ### LiveCodeBench |
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| - **Average Accuracy**: 23.22% ± 0.43% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 22.70% | 116 | 511 | |
| | 2 | 22.90% | 117 | 511 | |
| | 3 | 24.07% | 123 | 511 | |
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| ### CodeElo |
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| - **Average Accuracy**: 3.92% ± 0.74% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 2.56% | 10 | 391 | |
| | 2 | 4.09% | 16 | 391 | |
| | 3 | 5.12% | 20 | 391 | |
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| ### CodeForces |
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| - **Average Accuracy**: 5.30% ± 0.34% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 5.74% | 26 | 453 | |
| | 2 | 4.64% | 21 | 453 | |
| | 3 | 5.52% | 25 | 453 | |
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