Chinese Spelling Check on SIGHAN13 Sentence level (test)
99.5PrecisionPHMOSpell
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PHMOSpell2024.07 | 99.5 | 74.7 | 85.4 | |
| ECOPO2024.07 | 88.5 | 82 | 85.1 | |
| LEAD2024.07 | 87.2 | 82.4 | 84.7 | |
| DORM2024.07 | 86.8 | 82.7 | 85.8 | |
| SCOPE2024.07 | 86.3 | 82.4 | 84.3 | |
| Corpus Refining Strategy (Ours)Base Model=BERT2024.07 | 85.7 | 79.2 | 82.3 | |
| DCN2024.07 | 84.7 | 77.7 | 81 | |
| BERT2024.07 | 83 | 75.2 | 78.9 | |
| SpellGCN2024.07 | 78.3 | 72.7 | 75.4 | |
| ChatGPTParadigm=Zero-shot2024.07 | 60.7 | 70.8 | 65.4 | |
| ChatGLM-FinetuneParadigm=Fine-tuned2024.07 | 60 | 64.2 | 62 | |
| ChatGLMParadigm=Zero-shot2024.07 | 13.3 | 16.7 | 14.8 |