Mathematical Reasoning on GSM8K (Accuracy, TFLOPs)
91.43AccuracyOurs-context-unaware
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-context-unawarePair=4B → 8B, Context Setting=context-unaware2026.06 | 91.43 | 9.42 | |
| Ours-context-unawarePair=8B → 4B, Context Setting=context-unaware2026.06 | 91.36 | 6.56 | |
| Ours-context-unawarePair=14B → 8B, Context Setting=context-unaware2026.06 | 84.15 | 13.28 | |
| Ours-context-unawarePair=14B → 4B, Context Setting=context-unaware2026.06 | 82.49 | 8.9 | |
| Ours-context-unawarePair=4B → 14B, Context Setting=context-unaware2026.06 | 82.26 | 17.15 | |
| Ours-context-unawarePair=8B → 14B, Context Setting=context-unaware2026.06 | 81.58 | 15.85 | |
| T2T-context-unawarePair=4B → 14B, Context Setting=context-unaware2026.06 | 56.79 | 60.83 | |
| T2T-context-unawarePair=4B → 8B, Context Setting=context-unaware2026.06 | 51.63 | 37.86 | |
| T2T-context-unawarePair=8B → 14B, Context Setting=context-unaware2026.06 | 30.86 | 72.06 | |
| T2T-context-unawarePair=8B → 4B, Context Setting=context-unaware2026.06 | 27.98 | 32.75 | |
| T2T-context-unawarePair=14B → 8B, Context Setting=context-unaware2026.06 | 18.8 | 53.8 | |
| T2T-context-unawarePair=14B → 4B, Context Setting=context-unaware2026.06 | 18.57 | 41.95 | |
| C2C-context-unawarePair=4B → 8B, Context Setting=context-unaware2026.06 | 1.9 | 14.94 | |
| C2C-context-unawarePair=14B → 4B, Context Setting=context-unaware2026.06 | 0.68 | 17.93 | |
| C2C-context-unawarePair=8B → 4B, Context Setting=context-unaware2026.06 | 0.38 | 14.76 | |
| C2C-context-unawarePair=4B → 14B, Context Setting=context-unaware2026.06 | 0 | 20.05 | |
| C2C-context-unawarePair=8B → 14B, Context Setting=context-unaware2026.06 | 0 | 9.84 | |
| C2C-context-unawarePair=14B → 8B, Context Setting=context-unaware2026.06 | 0 | 24.77 |