# mlfoundations-dev/fig1_all_openthoughts_eval_2e29

Precomputed model outputs for evaluation.

## Evaluation Results

### Summary

| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces | LiveCodeBenchv5 | AIME25 | HLE |
|--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|---------------|------|---|
| Accuracy | 41.7 | 78.0 | 84.8 | 29.6 | 48.6 | 48.8 | 40.2 | 15.1 | 18.0 | 29.2 | 23.7 | 0.9 |

### AIME24

- **Average Accuracy**: 41.67% ± 1.78%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 33.33% | 10 | 30 |
| 2 | 43.33% | 13 | 30 |
| 3 | 43.33% | 13 | 30 |
| 4 | 36.67% | 11 | 30 |
| 5 | 50.00% | 15 | 30 |
| 6 | 33.33% | 10 | 30 |
| 7 | 50.00% | 15 | 30 |
| 8 | 43.33% | 13 | 30 |
| 9 | 43.33% | 13 | 30 |
| 10 | 40.00% | 12 | 30 |

### AMC23

- **Average Accuracy**: 78.00% ± 1.31%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 77.50% | 31 | 40 |
| 2 | 80.00% | 32 | 40 |
| 3 | 85.00% | 34 | 40 |
| 4 | 80.00% | 32 | 40 |
| 5 | 77.50% | 31 | 40 |
| 6 | 70.00% | 28 | 40 |
| 7 | 72.50% | 29 | 40 |
| 8 | 77.50% | 31 | 40 |
| 9 | 82.50% | 33 | 40 |
| 10 | 77.50% | 31 | 40 |

### MATH500

- **Accuracy**: 84.80%
| Accuracy | Questions Solved | Total Questions |
|----------|-----------------|----------------|
| 84.80% | 424 | 500 |

### MMLUPro

- **Average Accuracy**: 29.60% ± 0.00%
- **Number of Runs**: 1

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 29.60% | 148 | 500 |

### JEEBench

- **Average Accuracy**: 48.64% ± 0.41%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 49.56% | 255.25 | 515 |
| 2 | 48.54% | 250.0 | 515 |
| 3 | 47.82% | 246.25 | 515 |

### GPQADiamond

- **Average Accuracy**: 48.82% ± 1.22%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 49.49% | 98 | 198 |
| 2 | 51.01% | 101 | 198 |
| 3 | 45.96% | 91 | 198 |

### LiveCodeBench

- **Average Accuracy**: 40.25% ± 0.64%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 39.92% | 204 | 511 |
| 2 | 39.33% | 201 | 511 |
| 3 | 41.49% | 212 | 511 |

### CodeElo

- **Average Accuracy**: 15.09% ± 1.03%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 15.09% | 59 | 391 |
| 2 | 16.88% | 66 | 391 |
| 3 | 13.30% | 52 | 391 |

### CodeForces

- **Average Accuracy**: 18.03% ± 0.94%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 19.87% | 90 | 453 |
| 2 | 16.78% | 76 | 453 |
| 3 | 17.44% | 79 | 453 |

### LiveCodeBenchv5

- **Average Accuracy**: 29.18% ± 0.24%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 29.54% | 109 | 369 |
| 2 | 29.27% | 108 | 369 |
| 3 | 28.73% | 106 | 369 |

### AIME25

- **Average Accuracy**: 23.67% ± 1.91%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 20.00% | 6 | 30 |
| 2 | 23.33% | 7 | 30 |
| 3 | 20.00% | 6 | 30 |
| 4 | 23.33% | 7 | 30 |
| 5 | 23.33% | 7 | 30 |
| 6 | 20.00% | 6 | 30 |
| 7 | 23.33% | 7 | 30 |
| 8 | 16.67% | 5 | 30 |
| 9 | 40.00% | 12 | 30 |
| 10 | 26.67% | 8 | 30 |

### HLE

- **Average Accuracy**: 0.91% ± 0.14%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 0.59% | 3 | 512 |
| 2 | 1.17% | 6 | 512 |
| 3 | 0.98% | 5 | 512 |