# mlfoundations-dev/reasoning_25_chat_eval_636d

Precomputed model outputs for evaluation.

## Evaluation Results

### Summary

| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces |
|--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|
| Accuracy | 28.7 | 70.5 | 82.8 | 21.6 | 51.4 | 33.0 | 34.5 | 10.6 | 15.3 |

### AIME24

- **Average Accuracy**: 28.67% ± 1.35%
- **Number of Runs**: 10

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

### AMC23

- **Average Accuracy**: 70.50% ± 1.16%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 67.50% | 27 | 40 |
| 2 | 72.50% | 29 | 40 |
| 3 | 72.50% | 29 | 40 |
| 4 | 70.00% | 28 | 40 |
| 5 | 70.00% | 28 | 40 |
| 6 | 67.50% | 27 | 40 |
| 7 | 67.50% | 27 | 40 |
| 8 | 80.00% | 32 | 40 |
| 9 | 67.50% | 27 | 40 |
| 10 | 70.00% | 28 | 40 |

### MATH500

- **Accuracy**: 82.80%
| Accuracy | Questions Solved | Total Questions |
|----------|-----------------|----------------|
| 82.80% | 414 | 500 |

### MMLUPro

- **Average Accuracy**: 21.60% ± 0.00%
- **Number of Runs**: 1

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 21.60% | 108 | 500 |

### JEEBench

- **Average Accuracy**: 51.44% ± 0.59%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 52.04% | 268.0 | 515 |
| 2 | 52.28% | 269.25 | 515 |
| 3 | 50.00% | 257.5 | 515 |

### GPQADiamond

- **Average Accuracy**: 33.00% ± 2.62%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 29.29% | 58 | 198 |
| 2 | 39.39% | 78 | 198 |
| 3 | 30.30% | 60 | 198 |

### LiveCodeBench

- **Average Accuracy**: 34.51% ± 0.94%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 35.03% | 179 | 511 |
| 2 | 35.81% | 183 | 511 |
| 3 | 32.68% | 167 | 511 |

### CodeElo

- **Average Accuracy**: 10.57% ± 0.56%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 11.00% | 43 | 391 |
| 2 | 11.25% | 44 | 391 |
| 3 | 9.46% | 37 | 391 |

### CodeForces

- **Average Accuracy**: 15.31% ± 0.52%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 14.35% | 65 | 453 |
| 2 | 15.45% | 70 | 453 |
| 3 | 16.11% | 73 | 453 |