RCC classification on RCC Unevenness
82.42SREFedTrident
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedTridentModel Type=Deit-Tiny, Attack Status=Under Attack2026.03 | 82.42 | 2.33 | 72.69 | 65.33 | |
| FedTridentBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 81.7 | 4.73 | 72.82 | 65.44 | |
| FedTridentModel Type=DenseNet-121, Attack Status=Under Attack2026.03 | 72.25 | 4.1 | 74.54 | 67.74 | |
| DEFENDBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 63.4 | 10.57 | 70.91 | 64.35 | |
| FLAMEBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 61.88 | 20.96 | 56.53 | 47.13 | |
| MedianModel Type=Deit-Tiny, Attack Status=Under Attack2026.03 | 55.72 | 14.65 | 77.01 | 66.25 | |
| FLAREBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 52.13 | 22.7 | 68.38 | 63.37 | |
| FoolsGoldBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 46.75 | 22.47 | 69.7 | 62.92 | |
| MedianBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 43.98 | 24.62 | 67.62 | 60.63 | |
| TMeanBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 42.67 | 25.47 | 67.64 | 63.16 | |
| FedAvgBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 38.83 | 31.32 | 65.4 | 60.19 | |
| KrumBackbone=EfficientNet-B1, Attack Type=Dynamic2026.03 | 20.73 | 49.33 | 52.6 | 46.49 |