Label shift estimation on MNIST Dirichlet shift alpha=10 (val size=2000)
440MSELEIP
Evaluation results
| Method | Links | |
|---|---|---|
| LEIPShift Estimator=LEIP, Calibration Method=BCTS2026.04 | 440 | |
| CCShift Estimator=CC, Calibration Method=None2026.04 | 450 | |
| LEIPShift Estimator=LEIP, Calibration Method=NBVS2026.04 | 480 | |
| LEIPShift Estimator=LEIP, Calibration Method=VS2026.04 | 500 | |
| EMShift Estimator=EM, Calibration Method=BCTS2026.04 | 590 | |
| RLLSShift Estimator=RLLS, Calibration Method=BCTS2026.04 | 630 | |
| RLLSShift Estimator=RLLS, Calibration Method=None2026.04 | 640 | |
| EMShift Estimator=EM, Calibration Method=None2026.04 | 650 | |
| EMShift Estimator=EM, Calibration Method=NBVS2026.04 | 650 | |
| LEIPShift Estimator=LEIP, Calibration Method=None2026.04 | 670 | |
| EMShift Estimator=EM, Calibration Method=VS2026.04 | 680 | |
| RLLSShift Estimator=RLLS, Calibration Method=NBVS2026.04 | 700 | |
| RLLSShift Estimator=RLLS, Calibration Method=VS2026.04 | 730 | |
| RLLSShift Estimator=RLLS, Calibration Method=TS2026.04 | 740 | |
| EMShift Estimator=EM, Calibration Method=TS2026.04 | 770 | |
| RLLS-HardShift Estimator=RLLS-Hard, Calibration Method=None2026.04 | 820 | |
| LEIPShift Estimator=LEIP, Calibration Method=TS2026.04 | 910 |