Unsupervised Online Label Shift on Fashion Monotone shift
5.1Classification ErrorOracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 5.1 | — | |
| FTFWHHoldout amount=Low2023.05 | 8.4 | 0.08 | |
| FLH-FTLHoldout amount=Low2023.05 | 8.6 | 0.09 | |
| ROGDHoldout amount=Low2023.05 | 8.9 | 0.21 | |
| OFCHoldout amount=Low2023.05 | 9 | — | |
| FTHHoldout amount=Low2023.05 | 9.3 | 0.16 | |
| UOGDHoldout amount=Low2023.05 | 12 | — | |
| ATLASHoldout amount=Low2023.05 | 12 | — | |
| BaseHoldout amount=Low2023.05 | 15 | — |