Unsupervised Online Label Shift on CIFAR Monotone shift
0.077Classification ErrorOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 0.077 | — | |
| FTFWHHoldout amount=Low2023.05 | 0.12 | 0.07 | |
| FLH-FTLHoldout amount=Low2023.05 | 0.12 | 0.09 | |
| FTHHoldout amount=Low2023.05 | 0.13 | 0.15 | |
| OFCHoldout amount=Low2023.05 | 0.14 | — | |
| ROGDHoldout amount=Low2023.05 | 0.14 | 0.22 | |
| UOGDHoldout amount=Low2023.05 | 0.15 | — | |
| ATLASHoldout amount=Low2023.05 | 0.15 | — | |
| BaseHoldout amount=Low2023.05 | 0.17 | — |