Electrocardiography Classification on PTB-XL
6.8Relative Performance DegradationBLOSSOM (PHF)
Evaluation Results
| Method | Links | |
|---|---|---|
| BLOSSOM (PHF)Modality Config=3–3–4, Missing Rate=30%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 6.8 | |
| BLOSSOM (PHF)Modality Config=5–5–0, Missing Rate=50%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 8.7 | |
| FedMultimodalModality Config=3–3–4, Missing Rate=30%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 14 | |
| FedMultimodalModality Config=5–5–0, Missing Rate=50%, Data Partitioning=IID, Fusion Mechanism=AttentionFusion2026.03 | 18 |