Federated OOD Detection and Generalization on Cifar10 Non-IID alpha=0.1 (test)
93.51ACC-INFedRoD+FOOGD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedRoD+FOOGDalpha=0.12024.10 | 93.51 | 92.74 | 32.99 | 91.76 | |
| FedRoDalpha=0.12024.10 | 91.15 | 89.9 | 47.97 | 80.96 | |
| FedTHEalpha=0.12024.10 | 91.05 | 89.71 | 58.14 | 82.04 | |
| FOSTERalpha=0.12024.10 | 90.22 | 88.7 | 47.4 | 77.43 | |
| FedICONalpha=0.12024.10 | 89.06 | 89.18 | 48.22 | 81.28 | |
| FedLNalpha=0.12024.10 | 75.24 | 71.77 | 56.14 | 84.14 | |
| FedAvg+FOOGDalpha=0.12024.10 | 75.09 | 73.71 | 35.32 | 91.21 | |
| FedIIRalpha=0.12024.10 | 68.26 | 66.12 | 79.48 | 63.31 | |
| FedAvgalpha=0.12024.10 | 68.03 | 65.44 | 83.41 | 58.05 | |
| FedT3Aalpha=0.12024.10 | 68.03 | 61.52 | 78.12 | 63.64 | |
| FedATOLalpha=0.12024.10 | 55.93 | 54.44 | 49.5 | 86.22 |