# mlfoundations-dev/a1_code_rosetta_eval_636d Precomputed model outputs for evaluation. ## Evaluation Results ### Summary | Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces | |--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------| | Accuracy | 15.7 | 58.5 | 74.6 | 28.6 | 42.2 | 44.4 | 29.8 | 5.5 | 8.8 | ### AIME24 - **Average Accuracy**: 15.67% ± 0.82% - **Number of Runs**: 10 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 20.00% | 6 | 30 | | 2 | 13.33% | 4 | 30 | | 3 | 13.33% | 4 | 30 | | 4 | 13.33% | 4 | 30 | | 5 | 20.00% | 6 | 30 | | 6 | 16.67% | 5 | 30 | | 7 | 16.67% | 5 | 30 | | 8 | 16.67% | 5 | 30 | | 9 | 13.33% | 4 | 30 | | 10 | 13.33% | 4 | 30 | ### AMC23 - **Average Accuracy**: 58.50% ± 1.18% - **Number of Runs**: 10 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 57.50% | 23 | 40 | | 2 | 57.50% | 23 | 40 | | 3 | 65.00% | 26 | 40 | | 4 | 55.00% | 22 | 40 | | 5 | 65.00% | 26 | 40 | | 6 | 57.50% | 23 | 40 | | 7 | 57.50% | 23 | 40 | | 8 | 52.50% | 21 | 40 | | 9 | 60.00% | 24 | 40 | | 10 | 57.50% | 23 | 40 | ### MATH500 - **Accuracy**: 74.60% | Accuracy | Questions Solved | Total Questions | |----------|-----------------|----------------| | 74.60% | 373 | 500 | ### MMLUPro - **Average Accuracy**: 28.60% ± 0.00% - **Number of Runs**: 1 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 28.60% | 143 | 500 | ### JEEBench - **Average Accuracy**: 42.22% ± 0.95% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 42.04% | 216.5 | 515 | | 2 | 44.32% | 228.25 | 515 | | 3 | 40.29% | 207.5 | 515 | ### GPQADiamond - **Average Accuracy**: 44.44% ± 1.65% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 46.46% | 92 | 198 | | 2 | 46.46% | 92 | 198 | | 3 | 40.40% | 80 | 198 | ### LiveCodeBench - **Average Accuracy**: 29.81% ± 0.94% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 31.12% | 159 | 511 | | 2 | 30.33% | 155 | 511 | | 3 | 27.98% | 143 | 511 | ### CodeElo - **Average Accuracy**: 5.54% ± 0.23% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 5.63% | 22 | 391 | | 2 | 5.88% | 23 | 391 | | 3 | 5.12% | 20 | 391 | ### CodeForces - **Average Accuracy**: 8.83% ± 0.38% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 8.17% | 37 | 453 | | 2 | 8.83% | 40 | 453 | | 3 | 9.49% | 43 | 453 |