Unsupervised Online Label Shift on MNIST Square shift
0.022Classification Error RateOracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OracleHoldout amount=Low2023.05 | 0.022 | — | |
| OFCHoldout amount=Low2023.05 | 0.039 | — | |
| FTHHoldout amount=Low2023.05 | 0.04 | 0.27 | |
| FLH-FTLHoldout amount=Low2023.05 | 0.04 | 0.15 | |
| FTFWHHoldout amount=Low2023.05 | 0.041 | 0.3 | |
| BaseHoldout amount=Low2023.05 | 0.044 | — | |
| ATLASHoldout amount=Low2023.05 | 0.045 | — | |
| UOGDHoldout amount=Low2023.05 | 0.048 | — | |
| ROGDHoldout amount=Low2023.05 | 0.054 | 0.41 |