Chinese Spelling Check on SIGHAN15 Sentence level (test)
88.2PrecisionPHMOSpell
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PHMOSpell2024.07 | 88.2 | 68.4 | 77.1 | |
| SCOPE2024.07 | 79.2 | 82.3 | 80.7 | |
| LEAD2024.07 | 77.6 | 81.2 | 79.3 | |
| DORM2024.07 | 76.6 | 82.8 | 79.6 | |
| ECOPO2024.07 | 76.1 | 81.2 | 78.5 | |
| DCN2024.07 | 74.5 | 78.2 | 76.3 | |
| Corpus Refining Strategy (Ours)Base Model=BERT2024.07 | 74.1 | 77.5 | 76.1 | |
| SpellGCN2024.07 | 72.1 | 77.7 | 75.9 | |
| BERT2024.07 | 71.6 | 75.3 | 73.4 | |
| ChatGPTParadigm=Zero-shot2024.07 | 70 | 87.5 | 77.8 | |
| ChatGLM-FinetuneParadigm=Fine-tuned2024.07 | 60 | 70.6 | 64.9 | |
| ChatGLMParadigm=Zero-shot2024.07 | 16.3 | 68.2 | 26.3 |