Grammatical Error Correction on UNLP 2023
50.4Precisiongemma-3-12b-it
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| gemma-3-12b-itDecoding=edit-level majority voting2026.05 | 50.4 | 26 | 42.5 | |
| Qwen3-8BDecoding=edit-level majority voting2026.05 | 48.5 | 20.4 | 38 | |
| Qwen3-8BDecoding=MBR2026.05 | 41.7 | 22.4 | 35.6 | |
| Qwen3-8BDecoding=Greedy2026.05 | 41.6 | 23.1 | 35.8 | |
| gemma-3-12b-itDecoding=Greedy2026.05 | 40.8 | 38.4 | 40.3 | |
| gemma-3-12b-itDecoding=MBR2026.05 | 40.2 | 37.5 | 39.6 | |
| Llama-3.1-8B-InstructDecoding=edit-level majority voting2026.05 | 27.1 | 12.6 | 22 | |
| Llama-3.1-8B-InstructDecoding=MBR2026.05 | 9.8 | 29.8 | 11.3 | |
| Llama-3.1-8B-InstructDecoding=Greedy2026.05 | 7.9 | 24.5 | 9.2 |