| # mlfoundations-dev/a1_code_stackexchange_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 | 14.7 | 54.2 | 73.6 | 28.6 | 36.1 | 38.6 | 12.0 | 5.6 | 7.9 | |
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| ### AIME24 |
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| - **Average Accuracy**: 14.67% ± 1.17% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 16.67% | 5 | 30 | |
| | 2 | 16.67% | 5 | 30 | |
| | 3 | 10.00% | 3 | 30 | |
| | 4 | 16.67% | 5 | 30 | |
| | 5 | 13.33% | 4 | 30 | |
| | 6 | 13.33% | 4 | 30 | |
| | 7 | 20.00% | 6 | 30 | |
| | 8 | 10.00% | 3 | 30 | |
| | 9 | 10.00% | 3 | 30 | |
| | 10 | 20.00% | 6 | 30 | |
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| ### AMC23 |
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| - **Average Accuracy**: 54.25% ± 1.66% |
| - **Number of Runs**: 10 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 47.50% | 19 | 40 | |
| | 2 | 47.50% | 19 | 40 | |
| | 3 | 65.00% | 26 | 40 | |
| | 4 | 52.50% | 21 | 40 | |
| | 5 | 55.00% | 22 | 40 | |
| | 6 | 55.00% | 22 | 40 | |
| | 7 | 52.50% | 21 | 40 | |
| | 8 | 57.50% | 23 | 40 | |
| | 9 | 50.00% | 20 | 40 | |
| | 10 | 60.00% | 24 | 40 | |
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| ### MATH500 |
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| - **Accuracy**: 73.60% |
| | Accuracy | Questions Solved | Total Questions | |
| |----------|-----------------|----------------| |
| | 73.60% | 368 | 500 | |
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| ### MMLUPro |
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| - **Average Accuracy**: 28.60% ± 0.00% |
| - **Number of Runs**: 1 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 28.60% | 143 | 500 | |
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| ### JEEBench |
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| - **Average Accuracy**: 36.08% ± 0.56% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 35.05% | 180.5 | 515 | |
| | 2 | 35.83% | 184.5 | 515 | |
| | 3 | 37.38% | 192.5 | 515 | |
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| ### GPQADiamond |
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| - **Average Accuracy**: 38.55% ± 0.14% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 38.89% | 77 | 198 | |
| | 2 | 38.38% | 76 | 198 | |
| | 3 | 38.38% | 76 | 198 | |
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| ### LiveCodeBench |
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| - **Average Accuracy**: 12.00% ± 0.75% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 13.11% | 67 | 511 | |
| | 2 | 10.57% | 54 | 511 | |
| | 3 | 12.33% | 63 | 511 | |
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| ### CodeElo |
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| - **Average Accuracy**: 5.63% ± 0.74% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 5.63% | 22 | 391 | |
| | 2 | 6.91% | 27 | 391 | |
| | 3 | 4.35% | 17 | 391 | |
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| ### CodeForces |
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| - **Average Accuracy**: 7.87% ± 0.72% |
| - **Number of Runs**: 3 |
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| | Run | Accuracy | Questions Solved | Total Questions | |
| |-----|----------|-----------------|----------------| |
| | 1 | 7.51% | 34 | 453 | |
| | 2 | 9.27% | 42 | 453 | |
| | 3 | 6.84% | 31 | 453 | |
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