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ResearchFormerly WizWand

Active Learning on Multiple Datasets (test)

58.82AULCrandom
55.756.5157.3258.13May 23, 2026
Updated 5mo ago

Evaluation results

MethodLinks
randomNumber of Estimators=1002026.0558.820.5934
TDS-SegmentNumber of Estimators=1002026.0558.780.5905
Core SetNumber of Estimators=1002026.0558.780.5923
Exp. Model ChangeNumber of Estimators=1002026.0558.780.5937
Uncert. Least Conf.Number of Estimators=1002026.0558.780.5938
Uncert. Res.Number of Estimators=1002026.0558.780.5938
Query By Comm.Number of Estimators=1002026.0558.770.5927
Uncert. EntropyNumber of Estimators=1002026.0558.770.5936
Learning LossNumber of Estimators=1002026.0558.750.5932
BADGENumber of Estimators=1002026.0558.730.5923
TDSNumber of Estimators=1002026.0558.650.5896
randomNumber of Estimators=3002026.0557.940.5853
Core SetNumber of Estimators=3002026.0557.890.5851
Uncert. EntropyNumber of Estimators=3002026.0557.860.5844
Exp. Model ChangeNumber of Estimators=3002026.0557.860.5844
Uncert. Least Conf.Number of Estimators=3002026.0557.860.5845
Uncert. Res.Number of Estimators=3002026.0557.860.5845
BADGENumber of Estimators=3002026.0557.860.5847
Query By Comm.Number of Estimators=3002026.0557.860.5849
TDS-SegmentNumber of Estimators=3002026.0557.860.5873
Learning LossNumber of Estimators=3002026.0557.820.5855
TDSNumber of Estimators=3002026.0557.780.5815
randomNumber of Estimators=10002026.0556.10.5672
TDS-SegmentNumber of Estimators=10002026.05560.5724
Query By Comm.Number of Estimators=10002026.0555.990.5668
Core SetNumber of Estimators=10002026.0555.990.5674
Uncert. EntropyNumber of Estimators=10002026.0555.930.5664
Exp. Model ChangeNumber of Estimators=10002026.0555.930.5664
Uncert. Least Conf.Number of Estimators=10002026.0555.90.5667
Uncert. Res.Number of Estimators=10002026.0555.90.5667
BADGENumber of Estimators=10002026.0555.890.568
Learning LossNumber of Estimators=10002026.0555.850.5665
TDSNumber of Estimators=10002026.0555.820.5655