Label shift estimation on MNIST Dirichlet shift alpha=10 size=1500 (val)
480MSECC
Evaluation results
| Method | Links | |
|---|---|---|
| CCShift Estimator=CC, Calibration Method=None2026.04 | 480 | |
| LEIPShift Estimator=LEIP, Calibration Method=BCTS2026.04 | 530 | |
| LEIPShift Estimator=LEIP, Calibration Method=NBVS2026.04 | 530 | |
| RLLS-HardShift Estimator=RLLS-Hard, Calibration Method=None2026.04 | 570 | |
| LEIPShift Estimator=LEIP, Calibration Method=VS2026.04 | 580 | |
| EMShift Estimator=EM, Calibration Method=VS2026.04 | 630 | |
| EMShift Estimator=EM, Calibration Method=NBVS2026.04 | 640 | |
| RLLSShift Estimator=RLLS, Calibration Method=None2026.04 | 650 | |
| EMShift Estimator=EM, Calibration Method=BCTS2026.04 | 650 | |
| EMShift Estimator=EM, Calibration Method=None2026.04 | 660 | |
| LEIPShift Estimator=LEIP, Calibration Method=None2026.04 | 670 | |
| RLLSShift Estimator=RLLS, Calibration Method=NBVS2026.04 | 680 | |
| RLLSShift Estimator=RLLS, Calibration Method=VS2026.04 | 680 | |
| RLLSShift Estimator=RLLS, Calibration Method=BCTS2026.04 | 690 | |
| RLLSShift Estimator=RLLS, Calibration Method=TS2026.04 | 720 | |
| EMShift Estimator=EM, Calibration Method=TS2026.04 | 740 | |
| LEIPShift Estimator=LEIP, Calibration Method=TS2026.04 | 1,000 |