Classification on MSTAR
91.53Macro-F1NADAFD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NADAFDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 91.53 | — | |
| EH-ATAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 90.77 | — | |
| RRPDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 90.73 | — | |
| LockdownAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 90.41 | — | |
| FedIDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 89.85 | — | |
| MedianAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 88.57 | — | |
| FedAvgAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 88.53 | — | |
| KrumAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 88.33 | — | |
| FSBAAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 88.29 | — | |
| CoDe-MAEBackbone=HiViT-B, 40-shot setting=true2026.04 | — | 98.7 | |
| MaRSBackbone=Swin V2-B, 40-shot setting=true2026.04 | — | 75.5 | |
| SAR-JEPABackbone=ViT-B, 40-shot setting=true2026.04 | — | 91.6 | |
| SARATR-XBackbone=HiViT-B, 40-shot setting=true2026.04 | — | 98.1 | |
| SARMAEBackbone=ViT-B, 40-shot setting=true2026.04 | — | 96.7 | |
| SUMMITBackbone=ViT-B, 40-shot setting=true2026.04 | — | 63.6 |