Image Classification on DG5
12.14EfficiencyDriftGuard
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DriftGuardBackbone=cResNet-S2026.03 | 12.14 | 85 | 0.07 | |
| PFL-perDeviceBackbone=cViT-S2026.03 | 11 | 66 | 0.06 | |
| PFL-perDeviceBackbone=cResNet-S2026.03 | 9.56 | 86 | 0.09 | |
| FCL-perDeviceBackbone=cViT-S2026.03 | 9.29 | 65 | 0.07 | |
| FCL-perDeviceBackbone=cResNet-S2026.03 | 7.82 | 86 | 0.11 | |
| DriftGuardBackbone=cViT-S2026.03 | 7.44 | 67 | 0.09 | |
| Cluster-basedBackbone=cViT-S2026.03 | 7.25 | 58 | 0.08 | |
| PFL-AveTrigBackbone=cViT-S2026.03 | 6.8 | 68 | 0.1 | |
| FCL-AveTrigBackbone=cViT-S2026.03 | 5.67 | 68 | 0.12 | |
| Cluster-basedBackbone=cResNet-S2026.03 | 4.1 | 86 | 0.21 | |
| PFL-AveTrigBackbone=cResNet-S2026.03 | 4.05 | 85 | 0.21 | |
| FCL-AveTrigBackbone=cResNet-S2026.03 | 3.19 | 86 | 0.27 |