Federated Out-of-Distribution Detection on CIFAR-10
29.65FPR@95FedSDWC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedSDWCalpha=52025.11 | 29.65 | 91.32 | |
| FedSDWCalpha=0.52025.11 | 30.72 | 90.85 | |
| FedLNalpha=52025.11 | 33.33 | 90.87 | |
| FedIIRalpha=52025.11 | 34.69 | 87.66 | |
| FedTHEalpha=52025.11 | 35.35 | 86.79 | |
| FedICONalpha=52025.11 | 35.63 | 86.45 | |
| FOSTERalpha=52025.11 | 36.42 | 86.19 | |
| FedAvgalpha=52025.11 | 38.24 | 85.37 | |
| FedT3Aalpha=52025.11 | 38.24 | 85.37 | |
| FedLNalpha=0.52025.11 | 39.26 | 89.64 | |
| FedTHEalpha=0.52025.11 | 40.28 | 85.3 | |
| FedIIRalpha=0.52025.11 | 40.91 | 84.94 | |
| FOSTERalpha=0.52025.11 | 42.03 | 83.91 | |
| FedAvgalpha=0.52025.11 | 43.7 | 84.18 | |
| FedT3Aalpha=0.52025.11 | 43.7 | 84.18 | |
| FedICONalpha=0.52025.11 | 56.19 | 79.88 |