Quality Estimation on Legal domain English-Indic QE
0.749En-Ta QE ScoreClosed-weight LLMs
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Closed-weight LLMsPrompt setting=Zero-shot, Model family=Closed2026.03 | 0.749 | — | — | 0.109 | 0.677 | 0.512 | |
| Open-weight LLMsPrompt setting=Few-shot (No Guidelines), Model family=Open2026.03 | 0.737 | — | — | 0.687 | 0.473 | 0.632 | |
| Closed-weight LLMsPrompt setting=Few-shot + Guidelines, Model family=Closed2026.03 | 0.717 | — | — | 0.53 | 0.699 | 0.649 | |
| Closed-weight LLMsPrompt setting=Few-shot (No Guidelines), Model family=Closed2026.03 | 0.475 | — | — | 0.23 | 0.475 | 0.393 | |
| Open-weight LLMsPrompt setting=Zero-shot, Model family=Open2026.03 | 0.418 | — | — | 0.287 | 0.265 | 0.323 | |
| Open-weight LLMsPrompt setting=Few-shot + Guidelines, Model family=Open2026.03 | 0.418 | — | — | 0.528 | 0.727 | 0.558 |