# mlfoundations-dev/a1_code_primeintellect_real_world_swe_eval_636d Precomputed model outputs for evaluation. ## Evaluation Results ### Summary | Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces | |--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------| | Accuracy | 12.3 | 52.2 | 72.4 | 24.4 | 36.3 | 38.6 | 15.9 | 7.8 | 8.4 | ### AIME24 - **Average Accuracy**: 12.33% ± 1.42% - **Number of Runs**: 10 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 23.33% | 7 | 30 | | 2 | 10.00% | 3 | 30 | | 3 | 10.00% | 3 | 30 | | 4 | 16.67% | 5 | 30 | | 5 | 13.33% | 4 | 30 | | 6 | 10.00% | 3 | 30 | | 7 | 10.00% | 3 | 30 | | 8 | 6.67% | 2 | 30 | | 9 | 10.00% | 3 | 30 | | 10 | 13.33% | 4 | 30 | ### AMC23 - **Average Accuracy**: 52.25% ± 2.22% - **Number of Runs**: 10 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 52.50% | 21 | 40 | | 2 | 50.00% | 20 | 40 | | 3 | 52.50% | 21 | 40 | | 4 | 45.00% | 18 | 40 | | 5 | 40.00% | 16 | 40 | | 6 | 65.00% | 26 | 40 | | 7 | 55.00% | 22 | 40 | | 8 | 50.00% | 20 | 40 | | 9 | 50.00% | 20 | 40 | | 10 | 62.50% | 25 | 40 | ### MATH500 - **Accuracy**: 72.40% | Accuracy | Questions Solved | Total Questions | |----------|-----------------|----------------| | 72.40% | 362 | 500 | ### MMLUPro - **Average Accuracy**: 24.40% ± 0.00% - **Number of Runs**: 1 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 24.40% | 122 | 500 | ### JEEBench - **Average Accuracy**: 36.31% ± 1.42% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 33.20% | 171.0 | 515 | | 2 | 36.50% | 188.0 | 515 | | 3 | 39.22% | 202.0 | 515 | ### GPQADiamond - **Average Accuracy**: 38.55% ± 0.14% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 38.38% | 76 | 198 | | 2 | 38.38% | 76 | 198 | | 3 | 38.89% | 77 | 198 | ### LiveCodeBench - **Average Accuracy**: 15.92% ± 0.56% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 15.46% | 79 | 511 | | 2 | 17.03% | 87 | 511 | | 3 | 15.26% | 78 | 511 | ### CodeElo - **Average Accuracy**: 7.84% ± 0.37% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 7.93% | 31 | 391 | | 2 | 7.16% | 28 | 391 | | 3 | 8.44% | 33 | 391 | ### CodeForces - **Average Accuracy**: 8.39% ± 0.34% - **Number of Runs**: 3 | Run | Accuracy | Questions Solved | Total Questions | |-----|----------|-----------------|----------------| | 1 | 7.95% | 36 | 453 | | 2 | 8.17% | 37 | 453 | | 3 | 9.05% | 41 | 453 |