Binary Sentiment Classification on MOSEI (test)
82.5AccuracyMulT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MulTReference=[10], Evaluation Source=[10]2021.10 | 82.5 | — | 82.3 | |
| MATModality=L+A2020.10 | 82 | 82 | — | |
| MulTModality=L+A+V2020.10 | 81.5 | 81.5 | — | |
| NTModality=L+A2020.10 | 81 | 80 | — | |
| MNTModality=L+A2020.10 | 80.5 | 80.5 | — | |
| PModality=L+A2020.10 | 80.5 | 79 | — | |
| CIAReference=[9], Evaluation Source=[9]2021.10 | 80.4 | — | 78.2 | |
| MCTNReference=[12], Evaluation Source=[10]2021.10 | 79.8 | — | 80.6 | |
| RAVENReference=[15], Evaluation Source=[10]2021.10 | 79.1 | — | 79.5 | |
| RAVENModality=L+A+V2020.10 | 79 | 79.5 | — | |
| G-MFNModality=L+A+V2020.10 | 79 | — | — | |
| CAE-LR2021.10 | 78 | — | 76.3 | |
| Graph-MFNReference=[3], Evaluation Source=[10]2021.10 | 76.9 | — | 77 | |
| MV-LSTMReference=[6], Evaluation Source=[3]2021.10 | 76.4 | — | 76.4 | |
| MFNReference=[2], Evaluation Source=[3]2021.10 | 76 | — | 76 | |
| MCTNModality=L2020.10 | 75 | 76 | — |