Mathematical Problem Solving on MATH-500 simple-numeric-answer (Level 5)
96AccuracyFlat
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlatModel=gpt-oss-120b2026.06 | 96 | 94.7 | 62.5 | 1.24 | |
| Theory-free controlModel=gpt-oss-120b2026.06 | 94.4 | 94.3 | 50 | 1.32 | |
| FlatModel=gemma-4-31B-it2026.06 | 94.4 | 79.2 | 75.9 | 1.58 | |
| Transactional leadershipModel=gpt-oss-120b2026.06 | 93.6 | 95.1 | 31.2 | 1.17 | |
| Transformational leadershipModel=gpt-oss-120b2026.06 | 93.6 | 94.7 | 31.2 | 1.2 | |
| Situational leadershipModel=gpt-oss-120b2026.06 | 93.6 | 95.5 | 31.2 | 1.31 | |
| Theory-free controlModel=gemma-4-31B-it2026.06 | 91.2 | 79.2 | 61.1 | 1.72 | |
| Transactional leadershipModel=gemma-4-31B-it2026.06 | 90 | 83.6 | 55.6 | 1.26 | |
| Transformational leadershipModel=gemma-4-31B-it2026.06 | 86.4 | 78.4 | 42.6 | 1.42 | |
| Situational leadershipModel=gemma-4-31B-it2026.06 | 85.6 | 77.6 | 38.9 | 1.64 | |
| FlatModel=llama-4-scout2026.06 | 73.6 | 63.2 | 41.4 | 1.76 | |
| Transactional leadershipModel=llama-4-scout2026.06 | 72 | 73.2 | 32.3 | 1.46 | |
| Theory-free controlModel=llama-4-scout2026.06 | 70 | 66.8 | 28.3 | 2.03 | |
| Situational leadershipModel=llama-4-scout2026.06 | 68 | 64.8 | 28.3 | 1.87 | |
| Transformational leadershipModel=llama-4-scout2026.06 | 66.4 | 66.4 | 21.2 | 1.56 |