| # mlfoundations-dev/reasoning_0_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 | 28.0 | 69.0 | 82.6 | 27.4 | 51.3 | 39.9 | 37.2 | 9.7 | 15.5 | |
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| ### AIME24 |
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| - **Average Accuracy**: 28.00% ± 1.26% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 26.67% | 8 | 30 | |
| | 2 | 20.00% | 6 | 30 | |
| | 3 | 33.33% | 10 | 30 | |
| | 4 | 26.67% | 8 | 30 | |
| | 5 | 26.67% | 8 | 30 | |
| | 6 | 23.33% | 7 | 30 | |
| | 7 | 30.00% | 9 | 30 | |
| | 8 | 30.00% | 9 | 30 | |
| | 9 | 33.33% | 10 | 30 | |
| | 10 | 30.00% | 9 | 30 | |
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| ### AMC23 |
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| - **Average Accuracy**: 69.00% ± 1.38% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 65.00% | 26 | 40 | |
| | 2 | 72.50% | 29 | 40 | |
| | 3 | 62.50% | 25 | 40 | |
| | 4 | 65.00% | 26 | 40 | |
| | 5 | 70.00% | 28 | 40 | |
| | 6 | 75.00% | 30 | 40 | |
| | 7 | 72.50% | 29 | 40 | |
| | 8 | 75.00% | 30 | 40 | |
| | 9 | 67.50% | 27 | 40 | |
| | 10 | 65.00% | 26 | 40 | |
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| ### MATH500 |
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| - **Accuracy**: 82.60% |
| | Accuracy | Questions Solved | Total Questions | |
| |----------|-----------------|----------------| |
| | 82.60% | 413 | 500 | |
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| ### MMLUPro |
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| - **Average Accuracy**: 27.40% ± 0.00% |
| - **Number of Runs**: 1 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 27.40% | 137 | 500 | |
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| ### JEEBench |
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| - **Average Accuracy**: 51.31% ± 0.57% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 51.21% | 263.75 | 515 | |
| | 2 | 52.57% | 270.75 | 515 | |
| | 3 | 50.15% | 258.25 | 515 | |
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| ### GPQADiamond |
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| - **Average Accuracy**: 39.90% ± 2.27% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 35.35% | 70 | 198 | |
| | 2 | 39.39% | 78 | 198 | |
| | 3 | 44.95% | 89 | 198 | |
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| ### LiveCodeBench |
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| - **Average Accuracy**: 37.25% ± 0.96% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 36.59% | 187 | 511 | |
| | 2 | 39.14% | 200 | 511 | |
| | 3 | 36.01% | 184 | 511 | |
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| ### CodeElo |
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| - **Average Accuracy**: 9.72% ± 0.30% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 9.21% | 36 | 391 | |
| | 2 | 10.23% | 40 | 391 | |
| | 3 | 9.72% | 38 | 391 | |
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| ### CodeForces |
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| - **Average Accuracy**: 15.45% ± 0.22% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
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| | 1 | 15.89% | 72 | 453 | |
| | 2 | 15.23% | 69 | 453 | |
| | 3 | 15.23% | 69 | 453 | |
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