Unsupervised Online Label Shift on MNIST Monotone shift
2.5Classification ErrorOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 2.5 | — | |
| FTFWHHoldout amount=Low2023.05 | 4 | 0.07 | |
| FLH-FTLHoldout amount=Low2023.05 | 4 | 0.07 | |
| OFCHoldout amount=Low2023.05 | 4.1 | — | |
| FTHHoldout amount=Low2023.05 | 4.1 | 0.14 | |
| ROGDHoldout amount=Low2023.05 | 4.5 | 0.28 | |
| ATLASHoldout amount=Low2023.05 | 4.6 | — | |
| BaseHoldout amount=Low2023.05 | 4.7 | — | |
| UOGDHoldout amount=Low2023.05 | 4.9 | — |