Unsupervised Online Label Shift on Synthetic Monotone shift
5.2Classification ErrorOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 5.2 | — | |
| FTFWHHoldout amount=Low2023.05 | 6.3 | 0.05 | |
| FLH-FTLHoldout amount=Low2023.05 | 6.3 | 0.05 | |
| OFCHoldout amount=Low2023.05 | 6.9 | — | |
| FTHHoldout amount=Low2023.05 | 7.1 | 0.11 | |
| ROGDHoldout amount=Low2023.05 | 7.8 | 0.18 | |
| ATLASHoldout amount=Low2023.05 | 8 | — | |
| UOGDHoldout amount=Low2023.05 | 8.1 | — | |
| BaseHoldout amount=Low2023.05 | 8.7 | — |