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# mlfoundations-dev/fig1_all_s1_eval_636d

Precomputed model outputs for evaluation.

## Evaluation Results

### Summary

| Metric | AIME24 | AMC23 | MATH500 | MMLUPro | JEEBench | GPQADiamond | LiveCodeBench | CodeElo | CodeForces |
|--------|------|-----|-------|-------|--------|-----------|-------------|-------|----------|
| Accuracy | 20.7 | 60.2 | 77.0 | 28.8 | 41.9 | 41.4 | 23.2 | 3.9 | 5.3 |

### AIME24

- **Average Accuracy**: 20.67% ± 2.04%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 30.00% | 9 | 30 |
| 2 | 16.67% | 5 | 30 |
| 3 | 30.00% | 9 | 30 |
| 4 | 16.67% | 5 | 30 |
| 5 | 26.67% | 8 | 30 |
| 6 | 20.00% | 6 | 30 |
| 7 | 13.33% | 4 | 30 |
| 8 | 20.00% | 6 | 30 |
| 9 | 10.00% | 3 | 30 |
| 10 | 23.33% | 7 | 30 |

### AMC23

- **Average Accuracy**: 60.25% ± 1.30%
- **Number of Runs**: 10

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 65.00% | 26 | 40 |
| 2 | 57.50% | 23 | 40 |
| 3 | 57.50% | 23 | 40 |
| 4 | 67.50% | 27 | 40 |
| 5 | 62.50% | 25 | 40 |
| 6 | 60.00% | 24 | 40 |
| 7 | 57.50% | 23 | 40 |
| 8 | 60.00% | 24 | 40 |
| 9 | 52.50% | 21 | 40 |
| 10 | 62.50% | 25 | 40 |

### MATH500

- **Accuracy**: 77.00%
| Accuracy | Questions Solved | Total Questions |
|----------|-----------------|----------------|
| 77.00% | 385 | 500 |

### MMLUPro

- **Average Accuracy**: 28.80% ± 0.00%
- **Number of Runs**: 1

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 28.80% | 144 | 500 |

### JEEBench

- **Average Accuracy**: 41.91% ± 0.54%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 40.58% | 209.0 | 515 |
| 2 | 42.52% | 219.0 | 515 |
| 3 | 42.62% | 219.5 | 515 |

### GPQADiamond

- **Average Accuracy**: 41.41% ± 1.09%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 40.91% | 81 | 198 |
| 2 | 39.39% | 78 | 198 |
| 3 | 43.94% | 87 | 198 |

### LiveCodeBench

- **Average Accuracy**: 23.22% ± 0.43%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 22.70% | 116 | 511 |
| 2 | 22.90% | 117 | 511 |
| 3 | 24.07% | 123 | 511 |

### CodeElo

- **Average Accuracy**: 3.92% ± 0.74%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 2.56% | 10 | 391 |
| 2 | 4.09% | 16 | 391 |
| 3 | 5.12% | 20 | 391 |

### CodeForces

- **Average Accuracy**: 5.30% ± 0.34%
- **Number of Runs**: 3

| Run | Accuracy | Questions Solved | Total Questions |
|-----|----------|-----------------|----------------|
| 1 | 5.74% | 26 | 453 |
| 2 | 4.64% | 21 | 453 |
| 3 | 5.52% | 25 | 453 |