Federated OOD Detection on Cifar-100 (test)
58.88FPR@95FedSDWC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FedSDWCalpha=5.02025.11 | 58.88 | 79.45 | |
| FedSDWCalpha=0.52025.11 | 60.56 | 79.8 | |
| FedSDWCalpha=0.12025.11 | 61.09 | 79.23 | |
| FOSTERalpha=0.12025.11 | 61.25 | 75.44 | |
| FEDICONalpha=0.12025.11 | 61.36 | 77.12 | |
| FEDTHEalpha=0.12025.11 | 64.73 | 75.16 | |
| FEDATOLalpha=0.12025.11 | 65.26 | 81.64 | |
| FEDLNalpha=0.12025.11 | 66.94 | 74.82 | |
| FEDLNalpha=0.52025.11 | 68.31 | 73.41 | |
| FEDLNalpha=5.02025.11 | 69.18 | 75.87 | |
| FEDICONalpha=0.52025.11 | 69.99 | 71.03 | |
| FEDATOLalpha=0.52025.11 | 70.1 | 79.27 | |
| FEDICONalpha=5.02025.11 | 70.91 | 70.84 | |
| FEDTHEalpha=5.02025.11 | 71.43 | 69.01 | |
| FEDIIRalpha=5.02025.11 | 72.57 | 69.07 | |
| FEDAVGalpha=5.02025.11 | 72.68 | 70.59 | |
| FEDT3Aalpha=5.02025.11 | 72.77 | 70.44 | |
| FEDAVGalpha=0.52025.11 | 72.84 | 70.86 | |
| FEDT3Aalpha=0.52025.11 | 72.86 | 70.88 | |
| FEDTHEalpha=0.52025.11 | 72.95 | 69.38 | |
| FOSTERalpha=0.52025.11 | 73.26 | 68.71 | |
| FOSTERalpha=5.02025.11 | 76.94 | 65.47 | |
| FEDIIRalpha=0.52025.11 | 77.62 | 65.87 | |
| FEDAVGalpha=0.12025.11 | 78.35 | 67.16 | |
| FEDT3Aalpha=0.12025.11 | 78.36 | 67.22 | |
| FEDATOLalpha=5.02025.11 | 80.27 | 60.51 | |
| FEDIIRalpha=0.12025.11 | 81.91 | 63.99 |