Classification on OpenSARShip
86.94Macro F1NADAFD
Evaluation Results
| Method | Links | |
|---|---|---|
| NADAFDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 86.94 | |
| EH-ATAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 85.82 | |
| RRPDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 85.3 | |
| FSBAAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 84.58 | |
| LockdownAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 84.34 | |
| FedIDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 84.22 | |
| MedianAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 83.26 | |
| KrumAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 83.18 | |
| FedAvgAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.12 | 83.02 |