Unsupervised Online Label Shift on Synthetic Square shift
3.6Classification ErrorOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 3.6 | — | |
| FLH-FTLHoldout amount=Low2023.05 | 5.6 | 0.11 | |
| OFCHoldout amount=Low2023.05 | 6.6 | — | |
| FTHHoldout amount=Low2023.05 | 6.8 | 0.21 | |
| FTFWHHoldout amount=Low2023.05 | 7 | 0.23 | |
| ROGDHoldout amount=Low2023.05 | 7.8 | 0.29 | |
| UOGDHoldout amount=Low2023.05 | 8.1 | — | |
| ATLASHoldout amount=Low2023.05 | 8.2 | — | |
| BaseHoldout amount=Low2023.05 | 8.5 | — |