Accuracy Preservation on PACS
22Steps above reference thresholdPFL-AveTrig
Evaluation results
| Method | Links | |
|---|---|---|
| PFL-AveTrigBackbone=cViT-M2026.03 | 22 | |
| DriftGuardBackbone=cViT-M2026.03 | 21 | |
| FCL-AveTrigBackbone=cViT-M2026.03 | 21 | |
| FCL-perDeviceBackbone=cResNet-M2026.03 | 18 | |
| PFL-perDeviceBackbone=cResNet-M2026.03 | 17 | |
| DriftGuardBackbone=cResNet-M2026.03 | 16 | |
| Cluster-basedBackbone=cResNet-M2026.03 | 16 | |
| PFL-AveTrigBackbone=cResNet-M2026.03 | 15 | |
| FCL-AveTrigBackbone=cResNet-M2026.03 | 14 | |
| FCL-perDeviceBackbone=cViT-M2026.03 | 14 | |
| PFL-perDeviceBackbone=cViT-M2026.03 | 8 | |
| Cluster-basedBackbone=cViT-M2026.03 | 4 |