Sentiment Analysis on CH-SIMS Chinese unaligned
81.8Accuracy (2 Classes)Coupled Mamba
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Coupled MambaLanguage features=BERT, Data Alignment=unaligned2024.05 | 81.8 | 68.7 | 42.1 | 81.3 | 0.409 | |
| TETFNLanguage features=BERT, Data Alignment=unaligned2024.05 | 81.2 | 63.2 | 41.8 | 80.2 | 0.42 | |
| Self-MMLanguage features=BERT, Data Alignment=unaligned2024.05 | 80 | 65.5 | 41.5 | 80.4 | 0.425 | |
| MulTLanguage features=BERT, Data Alignment=unaligned2024.05 | 78.6 | 64.8 | 37.9 | 79.7 | 0.453 | |
| TFNLanguage features=BERT, Data Alignment=unaligned2024.05 | 78.4 | 65.1 | 39.3 | 78.6 | 0.432 | |
| MFNLanguage features=BERT, Data Alignment=unaligned2024.05 | 77.9 | 65.7 | 39.5 | 77.9 | 0.435 | |
| LMFLanguage features=BERT, Data Alignment=unaligned2024.05 | 77.8 | 64.7 | 40.5 | 77.9 | 0.411 | |
| IMDerLanguage features=BERT, Data Alignment=unaligned2024.05 | 76.3 | — | 50.7 | 76.4 | — |