Multimodal Sentiment Regression on CH-SIMS 1.0 (test)
0.387MAEConFEDE(U)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConFEDE(U)Source=Reproduced, Label usage=Multimodal and Unimodal labels2025.12 | 0.387 | 0.643 | |
| ConFEDE(U)Source=[44], Label usage=Multimodal and Unimodal labels2025.12 | 0.392 | 0.637 | |
| DashFusionSource=This Paper, Label usage=Multimodal labels, bottleneck count p=82025.12 | 0.416 | 0.601 | |
| self-MMSource=[60], Label usage=Multimodal labels2025.12 | 0.425 | 0.595 | |
| Self-MMSource=Reproduced, Label usage=Multimodal labels2025.12 | 0.428 | 0.585 | |
| TFNSource=[60], Label usage=Multimodal labels2025.12 | 0.432 | 0.591 | |
| LMFSource=[60], Label usage=Multimodal labels2025.12 | 0.441 | 0.576 | |
| MulTSource=Reproduced, Label usage=Multimodal labels2025.12 | 0.446 | 0.579 | |
| MISASource=[60], Label usage=Multimodal labels2025.12 | 0.447 | 0.563 | |
| MulTSource=[60], Label usage=Multimodal labels2025.12 | 0.453 | 0.561 | |
| MAG-BERTSource=[60], Label usage=Multimodal labels2025.12 | 0.492 | 0.399 |