| # mlfoundations-dev/reasoning_25_chat_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 | 28.7 | 70.5 | 82.8 | 21.6 | 51.4 | 33.0 | 34.5 | 10.6 | 15.3 | |
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| ### AIME24 |
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| - **Average Accuracy**: 28.67% ± 1.35% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 33.33% | 10 | 30 | |
| | 2 | 30.00% | 9 | 30 | |
| | 3 | 23.33% | 7 | 30 | |
| | 4 | 33.33% | 10 | 30 | |
| | 5 | 33.33% | 10 | 30 | |
| | 6 | 30.00% | 9 | 30 | |
| | 7 | 26.67% | 8 | 30 | |
| | 8 | 20.00% | 6 | 30 | |
| | 9 | 30.00% | 9 | 30 | |
| | 10 | 26.67% | 8 | 30 | |
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| ### AMC23 |
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| - **Average Accuracy**: 70.50% ± 1.16% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 67.50% | 27 | 40 | |
| | 2 | 72.50% | 29 | 40 | |
| | 3 | 72.50% | 29 | 40 | |
| | 4 | 70.00% | 28 | 40 | |
| | 5 | 70.00% | 28 | 40 | |
| | 6 | 67.50% | 27 | 40 | |
| | 7 | 67.50% | 27 | 40 | |
| | 8 | 80.00% | 32 | 40 | |
| | 9 | 67.50% | 27 | 40 | |
| | 10 | 70.00% | 28 | 40 | |
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| ### MATH500 |
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| - **Accuracy**: 82.80% |
| | Accuracy | Questions Solved | Total Questions | |
| |----------|-----------------|----------------| |
| | 82.80% | 414 | 500 | |
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| ### MMLUPro |
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| - **Average Accuracy**: 21.60% ± 0.00% |
| - **Number of Runs**: 1 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 21.60% | 108 | 500 | |
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| ### JEEBench |
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| - **Average Accuracy**: 51.44% ± 0.59% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 52.04% | 268.0 | 515 | |
| | 2 | 52.28% | 269.25 | 515 | |
| | 3 | 50.00% | 257.5 | 515 | |
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| ### GPQADiamond |
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| - **Average Accuracy**: 33.00% ± 2.62% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 29.29% | 58 | 198 | |
| | 2 | 39.39% | 78 | 198 | |
| | 3 | 30.30% | 60 | 198 | |
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| ### LiveCodeBench |
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| - **Average Accuracy**: 34.51% ± 0.94% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 35.03% | 179 | 511 | |
| | 2 | 35.81% | 183 | 511 | |
| | 3 | 32.68% | 167 | 511 | |
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| ### CodeElo |
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| - **Average Accuracy**: 10.57% ± 0.56% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 11.00% | 43 | 391 | |
| | 2 | 11.25% | 44 | 391 | |
| | 3 | 9.46% | 37 | 391 | |
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| ### CodeForces |
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| - **Average Accuracy**: 15.31% ± 0.52% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 14.35% | 65 | 453 | |
| | 2 | 15.45% | 70 | 453 | |
| | 3 | 16.11% | 73 | 453 | |
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