Emotion Recognition on MELD (Relative Performance Degradation)
4Relative Performance DegradationFedMultimodal
Evaluation Results
| Method | Links | |
|---|---|---|
| FedMultimodalModality Config=3–3–4, Missing Rate=30%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 4 | |
| BLOSSOM (PHF)Modality Config=3–3–4, Missing Rate=30%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 5.7 | |
| FedMultimodalModality Config=5–5–0, Missing Rate=50%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 6.7 | |
| BLOSSOM (PHF)Modality Config=5–5–0, Missing Rate=50%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 10.3 |