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+ # mlfoundations-dev/a1_code_codeforces_python_submissions_eval_636d
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+
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+ Precomputed model outputs for evaluation.
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+
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+ ## Evaluation Results
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+
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+ ### Summary
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+
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+ | Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces |
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+ |--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|
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+ | Accuracy | 12.3 | 44.8 | 60.8 | 30.6 | 35.9 | 39.4 | 31.7 | 11.3 | 14.9 |
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+
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+ ### AIME24
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+ - **Average Accuracy**: 12.33% ± 1.70%
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+ - **Number of Runs**: 10
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 10.00% | 3 | 30 |
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+ | 2 | 6.67% | 2 | 30 |
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+ | 3 | 13.33% | 4 | 30 |
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+ | 4 | 20.00% | 6 | 30 |
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+ | 5 | 13.33% | 4 | 30 |
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+ | 6 | 3.33% | 1 | 30 |
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+ | 7 | 20.00% | 6 | 30 |
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+ | 8 | 16.67% | 5 | 30 |
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+ | 9 | 13.33% | 4 | 30 |
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+ | 10 | 6.67% | 2 | 30 |
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+
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+ ### AMC23
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+
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+ - **Average Accuracy**: 44.75% ± 1.89%
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+ - **Number of Runs**: 10
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 40.00% | 16 | 40 |
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+ | 2 | 60.00% | 24 | 40 |
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+ | 3 | 47.50% | 19 | 40 |
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+ | 4 | 40.00% | 16 | 40 |
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+ | 5 | 42.50% | 17 | 40 |
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+ | 6 | 42.50% | 17 | 40 |
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+ | 7 | 47.50% | 19 | 40 |
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+ | 8 | 37.50% | 15 | 40 |
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+ | 9 | 45.00% | 18 | 40 |
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+ | 10 | 45.00% | 18 | 40 |
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+
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+ ### MATH500
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+
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+ - **Accuracy**: 60.80%
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+ | Accuracy | Questions Solved | Total Questions |
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+ |----------|-----------------|----------------|
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+ | 60.80% | 304 | 500 |
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+
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+ ### MMLUPro
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+ - **Average Accuracy**: 30.60% ± 0.00%
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+ - **Number of Runs**: 1
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 30.60% | 153 | 500 |
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+
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+ ### JEEBench
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+ - **Average Accuracy**: 35.94% ± 0.31%
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+ - **Number of Runs**: 3
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 36.21% | 186.5 | 515 |
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+ | 2 | 35.19% | 181.25 | 515 |
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+ | 3 | 36.41% | 187.5 | 515 |
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+
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+ ### GPQADiamond
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+ - **Average Accuracy**: 39.39% ± 2.18%
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+ - **Number of Runs**: 3
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 38.38% | 76 | 198 |
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+ | 2 | 44.44% | 88 | 198 |
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+ | 3 | 35.35% | 70 | 198 |
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+
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+ ### LiveCodeBench
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+ - **Average Accuracy**: 31.70% ± 0.74%
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+ - **Number of Runs**: 3
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 31.51% | 161 | 511 |
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+ | 2 | 33.07% | 169 | 511 |
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+ | 3 | 30.53% | 156 | 511 |
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+ ### CodeElo
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+ - **Average Accuracy**: 11.34% ± 0.60%
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+ - **Number of Runs**: 3
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 10.74% | 42 | 391 |
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+ | 2 | 10.74% | 42 | 391 |
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+ | 3 | 12.53% | 49 | 391 |
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+
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+ ### CodeForces
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+ - **Average Accuracy**: 14.86% ± 0.87%
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+ - **Number of Runs**: 3
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+
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+ | Run | Accuracy | Questions Solved | Total Questions |
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+ |-----|----------|-----------------|----------------|
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+ | 1 | 16.56% | 75 | 453 |
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+ | 2 | 13.69% | 62 | 453 |
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+ | 3 | 14.35% | 65 | 453 |
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+