Classification on CMU-MOSEI unaligned
32.02Accuracy (2-class)Coupled Mamba
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Coupled MambaLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 32.02 | 68.95 | 29.72 | 67.76 | |
| Self-MMLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 29.67 | 68.15 | 28.86 | 66.53 | |
| TETFNLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 29.54 | 67.95 | 28.47 | 66.33 | |
| TFNLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 28.66 | 66.63 | 28.75 | 63.93 | |
| LMFLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 28.66 | 66.59 | 28.92 | 64.86 | |
| MFNLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 28.61 | 66.59 | 28.7 | 64.31 | |
| MISALanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 28.5 | 67.63 | 29.03 | 65.39 | |
| Graph-MFNLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 28.47 | 66.39 | 28.77 | 64 | |
| MulTLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 27.38 | 67.04 | 28.67 | 65.01 | |
| EF-LSTMLanguage features=BERT, Data alignment=unaligned, Evaluation protocol=average of 5 runs2024.05 | 26.73 | 66.09 | 28.12 | 63.68 |