Grammatical Error Detection on FCGEC (test)
82.65AccuracyHuman
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HumanAnnotators=25, Native speaker=true2022.10 | 82.65 | 84.08 | 83.88 | 82.63 | |
| StructBERT-LargeIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 77.63 | 77.48 | 77.73 | 77.52 | |
| MacBERT-LargeIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 77.07 | 76.99 | 77.01 | 76.86 | |
| RoBERTa-LargeIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 76.82 | 76.69 | 76.86 | 76.68 | |
| RoBERTaIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 74.84 | 74.82 | 74.91 | 74.68 | |
| MacBERTIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 74.12 | 74.15 | 74.25 | 73.98 | |
| BERTIndependent runs=10, Training=Fine-tuned, Epochs=4, Batch size=642022.10 | 72.17 | 71.99 | 72.12 | 71.75 |