Unsupervised Online Label Shift on CIFAR Square shift
6.8Classification ErrorOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 6.8 | — | |
| FLH-FTLHoldout amount=Low2023.05 | 12 | 0.17 | |
| FTHHoldout amount=Low2023.05 | 13 | 0.28 | |
| FTFWHHoldout amount=Low2023.05 | 13 | 0.3 | |
| OFCHoldout amount=Low2023.05 | 14 | — | |
| ROGDHoldout amount=Low2023.05 | 15 | 0.37 | |
| UOGDHoldout amount=Low2023.05 | 15 | — | |
| ATLASHoldout amount=Low2023.05 | 15 | — | |
| BaseHoldout amount=Low2023.05 | 17 | — |