Emotion Recognition on CH-SIMS 2
45.79Accuracy (5-class)ARL
Evaluation results
| Method | Links | |
|---|---|---|
| ARLMethod category=Gradient-Based2025.12 | 45.79 | |
| G-Blend OnlineMethod category=Gradient-Based2025.12 | 45.03 | |
| Coupled MambaMethod category=Fusion-Based2025.12 | 44.48 | |
| MBTMethod category=Fusion-Based2025.12 | 43.67 | |
| MMParetoMethod category=Gradient-Based2025.12 | 43.54 | |
| SimBaMMCLSMethod category=Proposed2025.12 | 43.51 | |
| SimBaMMMethod category=Proposed2025.12 | 43.26 | |
| LanguageMethod category=Unimodal2025.12 | 42.8 | |
| BMMLMethod category=Gradient-Based2025.12 | 42.55 | |
| ShaSpecMethod category=Missing Data-Based2025.12 | 42.22 | |
| RegBNMethod category=Encoder-Based2025.12 | 41.35 | |
| OMIBMethod category=Fusion-Based2025.12 | 41.05 | |
| G-Blend OfflineMethod category=Gradient-Based2025.12 | 41.01 | |
| SimBaMMMethod category=Missing Data-Based2025.12 | 40.9 | |
| LMFMethod category=Fusion-Based2025.12 | 40.74 | |
| SimBaMMCLSMethod category=Missing Data-Based2025.12 | 40.59 | |
| PDFMethod category=Fusion-Based2025.12 | 40.06 | |
| MulTMethod category=Head-Based2025.12 | 39.93 | |
| IMDerMethod category=Missing Data-Based2025.12 | 39.51 | |
| OGMMethod category=Gradient-Based2025.12 | 39.27 | |
| AUGMethod category=Encoder-Based2025.12 | 37.15 | |
| OGMGEMethod category=Gradient-Based2025.12 | 36.88 | |
| MMPMethod category=Missing Data-Based2025.12 | 35.89 | |
| AudioMethod category=Unimodal2025.12 | 26.86 | |
| VisionMethod category=Unimodal2025.12 | 24.97 | |
| DGLMethod category=Gradient-Based2025.12 | 24.71 |