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ResearchFormerly WizWand

Accuracy Estimation on Entity-30 Subpopulation Shift

0.991R2MANO
0.524040.645270.76650.88773May 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MANOModel=ResNet182024.050.9910.996
MANOModel=ResNet502024.050.9880.997
MANOModel=WRN-50-22024.050.9880.997
NuclearModel=WRN-50-22024.050.9850.996
NuclearModel=ResNet182024.050.980.993
NuclearModel=ResNet502024.050.9780.994
COTModel=ResNet182024.050.9710.993
RotationModel=ResNet182024.050.9640.979
RotationModel=ResNet502024.050.9610.98
ProjNormModel=WRN-50-22024.050.9590.986
COTModel=ResNet502024.050.9580.982
ProjNormModel=ResNet182024.050.9520.987
COTModel=WRN-50-22024.050.9440.979
RotationModel=WRN-50-22024.050.940.978
ProjNormModel=ResNet502024.050.9370.986
ATCModel=WRN-50-22024.050.9360.984
MDEModel=ResNet182024.050.9310.994
DispersionModel=ResNet182024.050.9290.968
FréchetModel=WRN-50-22024.050.9270.973
DispersionModel=WRN-50-22024.050.9270.973
MDEModel=WRN-50-22024.050.9250.995
ATCModel=ResNet502024.050.9240.973
MDEModel=ResNet502024.050.9180.995
AgreeScoreModel=ResNet502024.050.9140.975
ConfScoreModel=WRN-50-22024.050.8970.974
ConfScoreModel=ResNet502024.050.8780.969
EntropyModel=WRN-50-22024.050.8780.97
FréchetModel=ResNet182024.050.8490.978
EntropyModel=ResNet502024.050.8380.956
FréchetModel=ResNet502024.050.8350.956
AgreeScoreModel=WRN-50-22024.050.8260.955
DispersionModel=ResNet502024.050.7830.914
ATCModel=ResNet182024.050.6110.845
ConfScoreModel=ResNet182024.050.570.836
EntropyModel=ResNet182024.050.5530.832
AgreeScoreModel=ResNet182024.050.5420.935