| # mlfoundations-dev/a1_science_cqadupstack_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 | 18.7 | 60.0 | 77.0 | 28.8 | 45.4 | 42.8 | 12.2 | 4.4 | 5.7 | |
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| ### AIME24 |
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| - **Average Accuracy**: 18.67% ± 1.26% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 10.00% | 3 | 30 | |
| | 2 | 16.67% | 5 | 30 | |
| | 3 | 16.67% | 5 | 30 | |
| | 4 | 23.33% | 7 | 30 | |
| | 5 | 20.00% | 6 | 30 | |
| | 6 | 16.67% | 5 | 30 | |
| | 7 | 23.33% | 7 | 30 | |
| | 8 | 16.67% | 5 | 30 | |
| | 9 | 20.00% | 6 | 30 | |
| | 10 | 23.33% | 7 | 30 | |
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| ### AMC23 |
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| - **Average Accuracy**: 60.00% ± 1.73% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 65.00% | 26 | 40 | |
| | 2 | 50.00% | 20 | 40 | |
| | 3 | 55.00% | 22 | 40 | |
| | 4 | 62.50% | 25 | 40 | |
| | 5 | 60.00% | 24 | 40 | |
| | 6 | 55.00% | 22 | 40 | |
| | 7 | 67.50% | 27 | 40 | |
| | 8 | 60.00% | 24 | 40 | |
| | 9 | 67.50% | 27 | 40 | |
| | 10 | 57.50% | 23 | 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**: 45.42% ± 0.17% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 45.00% | 231.75 | 515 | |
| | 2 | 45.63% | 235.0 | 515 | |
| | 3 | 45.63% | 235.0 | 515 | |
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| ### GPQADiamond |
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| - **Average Accuracy**: 42.76% ± 1.82% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 41.92% | 83 | 198 | |
| | 2 | 46.97% | 93 | 198 | |
| | 3 | 39.39% | 78 | 198 | |
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| ### LiveCodeBench |
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| - **Average Accuracy**: 12.20% ± 0.43% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 12.52% | 64 | 511 | |
| | 2 | 11.35% | 58 | 511 | |
| | 3 | 12.72% | 65 | 511 | |
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| ### CodeElo |
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| - **Average Accuracy**: 4.43% ± 0.60% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 5.37% | 21 | 391 | |
| | 2 | 4.60% | 18 | 391 | |
| | 3 | 3.32% | 13 | 391 | |
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| ### CodeForces |
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| - **Average Accuracy**: 5.67% ± 0.57% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 4.64% | 21 | 453 | |
| | 2 | 5.74% | 26 | 453 | |
| | 3 | 6.62% | 30 | 453 | |
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