Emotion Recognition on MOSI (Acc7)
40.84Accuracy (7-Class)Language
Evaluation Results
| Method | Links | |
|---|---|---|
| LanguageMethod category=Unimodal2025.12 | 40.84 | |
| MulTMethod category=Head-Based2025.12 | 35.84 | |
| DGLMethod category=Gradient-Based2025.12 | 35.33 | |
| MMParetoMethod category=Gradient-Based2025.12 | 34.88 | |
| PDFMethod category=Fusion-Based2025.12 | 33.15 | |
| SimBaMMCLSMethod category=Proposed2025.12 | 32.29 | |
| OMIBMethod category=Fusion-Based2025.12 | 32.11 | |
| Coupled MambaMethod category=Fusion-Based2025.12 | 31.47 | |
| OGMGEMethod category=Gradient-Based2025.12 | 31.47 | |
| MBTMethod category=Fusion-Based2025.12 | 31.24 | |
| SimBaMMMethod category=Proposed2025.12 | 30.56 | |
| SimBaMMMethod category=Missing Data-Based2025.12 | 30.28 | |
| ShaSpecMethod category=Missing Data-Based2025.12 | 28.921 | |
| OGMMethod category=Gradient-Based2025.12 | 28.83 | |
| LMFMethod category=Fusion-Based2025.12 | 28.42 | |
| IMDerMethod category=Missing Data-Based2025.12 | 28.1 | |
| AUGMethod category=Encoder-Based2025.12 | 27.56 | |
| SimBaMMCLSMethod category=Missing Data-Based2025.12 | 26.83 | |
| ARLMethod category=Gradient-Based2025.12 | 25.74 | |
| VisionMethod category=Unimodal2025.12 | 25.56 | |
| G-Blend OnlineMethod category=Gradient-Based2025.12 | 25.19 | |
| MMPMethod category=Missing Data-Based2025.12 | 24.51 | |
| AudioMethod category=Unimodal2025.12 | 24.01 | |
| G-Blend OfflineMethod category=Gradient-Based2025.12 | 23.83 | |
| BMMLMethod category=Gradient-Based2025.12 | 22.87 | |
| RegBNMethod category=Encoder-Based2025.12 | 21.15 |