Grammatical Error Correction on FCGEC
65.25EMHuman
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HumanModel Category=Human Baseline2022.10 | 65.25 | 79.46 | 67.57 | 76.76 | |
| STG-JointModel Category=Our Models, Modules=Joint training2022.10 | 34.1 | 48.19 | 37.14 | 45.48 | |
| STG-Indep+TTIModel Category=Our Models, Modules=Independent training with Auxiliary Task (TTI)2022.10 | 30.77 | 44.89 | 33.52 | 42.04 | |
| STG-IndepModel Category=Our Models, Modules=Independent training2022.10 | 29.93 | 43.16 | 32.88 | 40.62 | |
| LaserTaggerModel Category=Seq2Edit Models2022.10 | 28.42 | 36.6 | 31.16 | 35.36 | |
| PIEModel Category=Seq2Edit Models2022.10 | 22.07 | 29.15 | 29.77 | 29.27 | |
| MuCGECModel Category=Seq2Seq Models2022.10 | 21.16 | 39.47 | 26.19 | 35.84 | |
| GECToRModel Category=Seq2Edit Models2022.10 | 15.66 | 31.06 | 18.74 | 27.45 | |
| BERT-fuseModel Category=Seq2Seq Models2022.10 | 10.88 | 19.06 | 18.94 | 19.04 |