Federated OOD Detection on Cifar10 Non-IID (alpha=0.5, test)
90.46ACC-INFedRoD+FOOGD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedRoD+FOOGDalpha=0.52024.10 | 90.46 | 90.16 | 25.51 | 94.19 | |
| FedRoDalpha=0.52024.10 | 89.62 | 87.7 | 37.03 | 86.5 | |
| FedTHEalpha=0.52024.10 | 89.14 | 87.68 | 40.28 | 85.3 | |
| FedAvg+FOOGDalpha=0.52024.10 | 88.36 | 87.26 | 17.78 | 96.53 | |
| FedATOLalpha=0.52024.10 | 87.55 | 85.64 | 27.87 | 93.48 | |
| FOSTERalpha=0.52024.10 | 86.92 | 85.82 | 42.03 | 83.91 | |
| FedIIRalpha=0.52024.10 | 86.75 | 84.75 | 40.91 | 84.94 | |
| FedAvgalpha=0.52024.10 | 86.59 | 83.72 | 43.7 | 84.18 | |
| FedT3Aalpha=0.52024.10 | 86.59 | 82.85 | 43.7 | 84.18 | |
| FedLNalpha=0.52024.10 | 86.1 | 84.2 | 39.26 | 89.64 | |
| FedICONalpha=0.52024.10 | 75.83 | 75.35 | 56.19 | 79.88 |