Material Classification on RCC
84.16SREFedTrident
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedTridentBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 84.16 | 1.47 | 78.8 | 70.37 | |
| DEFENDBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 75.07 | 9.04 | 77.51 | 69.09 | |
| FLAREBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 72.43 | 13.33 | 76.83 | 67.39 | |
| MedianBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 69.33 | 23.66 | 78.41 | 67.81 | |
| FLAMEBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 68.69 | 13.59 | 68.33 | 60.17 | |
| KrumBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 67.01 | 25.28 | 54.61 | 45.08 | |
| FoolsGoldBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 65.41 | 18.61 | 75.81 | 66.29 | |
| FedAvgBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 60.16 | 29.81 | 77.73 | 64.58 | |
| TMeanBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 56.93 | 25.97 | 72.91 | 69.51 |