Online Adaptation on Tiny ImageNet Label Shift
89.1AccuracyFed-ADE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fed-ADEShift=Lin., Learning Category=Federated Learning2026.03 | 89.1 | 109.5 | |
| FixLR(Mid)Shift=Ber., Learning Category=Federated Learning2026.03 | 87.8 | 109.5 | |
| FixLR(Low)Shift=Squ., Learning Category=Federated Learning2026.03 | 87.4 | 109.5 | |
| Fed-POEShift=Lin., Learning Category=Federated Learning2026.03 | 87.1 | 130.7 | |
| FixLR(High)Shift=Lin., Learning Category=Federated Learning2026.03 | 86.1 | 109.5 | |
| FedCCFAShift=Sin., Learning Category=Federated Learning2026.03 | 84.8 | 210.8 | |
| UNIDAShift=Squ., Learning Category=Localized Learning2026.03 | 83.3 | 1,886.5 | |
| FTHShift=Lin., Learning Category=Localized Learning2026.03 | 78.2 | 2,631.2 | |
| ATLASShift=Sin., Learning Category=Localized Learning2026.03 | 76.8 | 1,959.2 | |
| UDAShift=Ber., Learning Category=Localized Learning2026.03 | 73.8 | 1,242.7 |