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# mlfoundations-dev/reasoning_6_chat_eval_636d

Precomputed model outputs for evaluation.

## Evaluation Results

### Summary

| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces |
|--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|
| Accuracy | 28.3 | 69.0 | 83.8 | 28.4 | 49.8 | 38.9 | 37.3 | 10.4 | 15.7 |

### AIME24

- **Average Accuracy**: 28.33% ± 1.72%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 30.00% | 9 | 30 |
| 2 | 23.33% | 7 | 30 |
| 3 | 30.00% | 9 | 30 |
| 4 | 26.67% | 8 | 30 |
| 5 | 33.33% | 10 | 30 |
| 6 | 20.00% | 6 | 30 |
| 7 | 36.67% | 11 | 30 |
| 8 | 33.33% | 10 | 30 |
| 9 | 20.00% | 6 | 30 |
| 10 | 30.00% | 9 | 30 |

### AMC23

- **Average Accuracy**: 69.00% ± 1.47%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 67.50% | 27 | 40 |
| 2 | 75.00% | 30 | 40 |
| 3 | 62.50% | 25 | 40 |
| 4 | 70.00% | 28 | 40 |
| 5 | 60.00% | 24 | 40 |
| 6 | 70.00% | 28 | 40 |
| 7 | 75.00% | 30 | 40 |
| 8 | 70.00% | 28 | 40 |
| 9 | 72.50% | 29 | 40 |
| 10 | 67.50% | 27 | 40 |

### MATH500

- **Accuracy**: 83.80%
| Accuracy | Questions Solved | Total Questions |
|----------|-----------------|----------------|
| 83.80% | 419 | 500 |

### MMLUPro

- **Average Accuracy**: 28.40% ± 0.00%
- **Number of Runs**: 1

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 28.40% | 142 | 500 |

### JEEBench

- **Average Accuracy**: 49.84% ± 0.29%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 50.24% | 258.75 | 515 |
| 2 | 49.13% | 253.0 | 515 |
| 3 | 50.15% | 258.25 | 515 |

### GPQADiamond

- **Average Accuracy**: 38.89% ± 1.33%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 35.86% | 71 | 198 |
| 2 | 41.41% | 82 | 198 |
| 3 | 39.39% | 78 | 198 |

### LiveCodeBench

- **Average Accuracy**: 37.31% ± 0.91%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 35.81% | 183 | 511 |
| 2 | 38.94% | 199 | 511 |
| 3 | 37.18% | 190 | 511 |

### CodeElo

- **Average Accuracy**: 10.40% ± 0.67%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 11.51% | 45 | 391 |
| 2 | 10.49% | 41 | 391 |
| 3 | 9.21% | 36 | 391 |

### CodeForces

- **Average Accuracy**: 15.67% ± 0.25%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 16.11% | 73 | 453 |
| 2 | 15.67% | 71 | 453 |
| 3 | 15.23% | 69 | 453 |