# mlfoundations-dev/reasoning_12_chat_eval_636d

Precomputed model outputs for evaluation.

## Evaluation Results

### Summary

| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces |
|--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|
| Accuracy | 31.3 | 69.0 | 83.8 | 22.6 | 47.5 | 14.8 | 36.1 | 10.3 | 14.5 |

### AIME24

- **Average Accuracy**: 31.33% ± 1.26%
- **Number of Runs**: 10

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

### AMC23

- **Average Accuracy**: 69.00% ± 2.07%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 67.50% | 27 | 40 |
| 2 | 62.50% | 25 | 40 |
| 3 | 60.00% | 24 | 40 |
| 4 | 70.00% | 28 | 40 |
| 5 | 82.50% | 33 | 40 |
| 6 | 67.50% | 27 | 40 |
| 7 | 77.50% | 31 | 40 |
| 8 | 70.00% | 28 | 40 |
| 9 | 62.50% | 25 | 40 |
| 10 | 70.00% | 28 | 40 |

### MATH500

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

### MMLUPro

- **Average Accuracy**: 22.60% ± 0.00%
- **Number of Runs**: 1

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 22.60% | 113 | 500 |

### JEEBench

- **Average Accuracy**: 47.52% ± 0.37%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 47.43% | 244.25 | 515 |
| 2 | 48.35% | 249.0 | 515 |
| 3 | 46.80% | 241.0 | 515 |

### GPQADiamond

- **Average Accuracy**: 14.81% ± 1.31%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 11.62% | 23 | 198 |
| 2 | 16.67% | 33 | 198 |
| 3 | 16.16% | 32 | 198 |

### LiveCodeBench

- **Average Accuracy**: 36.07% ± 0.56%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 35.62% | 182 | 511 |
| 2 | 35.42% | 181 | 511 |
| 3 | 37.18% | 190 | 511 |

### CodeElo

- **Average Accuracy**: 10.32% ± 0.73%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 9.72% | 38 | 391 |
| 2 | 11.76% | 46 | 391 |
| 3 | 9.46% | 37 | 391 |

### CodeForces

- **Average Accuracy**: 14.50% ± 0.19%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 14.13% | 64 | 453 |
| 2 | 14.79% | 67 | 453 |
| 3 | 14.57% | 66 | 453 |