Friction Classification on RCC
78.92SREFedTrident
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedTridentBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 78.92 | 2.92 | 84.58 | 76.56 | |
| DEFENDBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 69.6 | 10.16 | 84.46 | 76.44 | |
| FLAREBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 64.92 | 18.2 | 84.25 | 76.38 | |
| TMeanBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 52.2 | 27.04 | 82.25 | 74.47 | |
| FoolsGoldBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 51.88 | 20.56 | 82.52 | 74.91 | |
| MedianBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 49.08 | 23.36 | 81.4 | 73.34 | |
| FLAMEBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 43.22 | 34.56 | 58.24 | 47.77 | |
| FedAvgBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 37.2 | 36.88 | 78.98 | 70.55 | |
| KrumBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 3.12 | 67.36 | 64.52 | 55.99 |