Explanation Generation on ContractNLI
57.8NLI ScoreSPO4SOP (I)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPO4SOP (I)Family=SPO2026.05 | 57.8 | 4.33 | |
| CoT promptFamily=Zero-shot2026.05 | 57.6 | 4.31 | |
| Reas. Distill. (I+II)Family=SPO+R-SFT2026.05 | 57.6 | 4.24 | |
| eXTC (I+II+III)Family=SPO+R-SFT+RL2026.05 | 55.4 | 4.37 | |
| SFTFamily=Cls. Head2026.05 | 24.3 | 3.43 |