Grammatical Error Correction on RobustGEC TEM-8* (test)
55.7PrecisionQwen3-8B + COCOGEC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen3-8B + COCOGECBackbone=Qwen3-8B, Data Size=25K2026.06 | 55.7 | 48.5 | 54.09 | |
| GECToR-large + COCOGECBackbone=GECToR-large, Data Size=25K2026.06 | 52.9 | 31.76 | 46.77 | |
| GECToR-large + CPR methodBackbone=GECToR-large, Data Size=36K2026.06 | 49.81 | 22.88 | 40.32 | |
| GECToR-large + DISCOBackbone=GECToR-large, Data Size=42K2026.06 | 47.27 | 26.46 | 40.83 | |
| Qwen3-235BBackbone=Qwen3-235B2026.06 | 46.88 | 64.79 | 49.63 | |
| GPT-4oBackbone=GPT-4o2026.06 | 45.6 | 65.97 | 48.6 | |
| GECToR-largeBackbone=GECToR-large2026.06 | 39.51 | 34.27 | 38.35 | |
| GECToR-large + TypeDABackbone=GECToR-large, Data Size=30K2026.06 | 39.51 | 36.89 | 38.96 | |
| Qwen3-8B + DISCOBackbone=Qwen3-8B, Data Size=42K2026.06 | 36.64 | 46.98 | 38.33 | |
| Qwen3-14BBackbone=Qwen3-14B2026.06 | 33.48 | 54.49 | 36.28 | |
| Qwen3-8B + CPR methodBackbone=Qwen3-8B, Data Size=36K2026.06 | 33.25 | 44.94 | 35.07 | |
| T5-large + COCOGECBackbone=T5-large, Data Size=25K2026.06 | 33.16 | 35.02 | 33.51 | |
| Qwen3-8BBackbone=Qwen3-8B2026.06 | 31.11 | 46.44 | 33.32 | |
| Qwen3-8B + TypeDABackbone=Qwen3-8B, Data Size=30K2026.06 | 27.02 | 51.69 | 29.88 | |
| T5-large + TypeDABackbone=T5-large, Data Size=30K2026.06 | 25.64 | 41.19 | 27.74 | |
| T5-large + DISCOBackbone=T5-large, Data Size=42K2026.06 | 24.85 | 39.33 | 26.83 | |
| T5-large + CPR methodBackbone=T5-large, Data Size=36K2026.06 | 24.47 | 38.76 | 26.41 | |
| Qwen3-4BBackbone=Qwen3-4B2026.06 | 24.07 | 24.34 | 24.13 | |
| T5-largeBackbone=T5-large2026.06 | 23.18 | 38.39 | 25.18 | |
| LLaMA3-8BBackbone=LLaMA3-8B2026.06 | 16.24 | 48.3 | 18.72 |