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ResearchFormerly WizWand

Accuracy Estimation on Living-17 Subpopulation Shift

0.98R2MANO
0.570240.676620.7830.88938May 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MANOModel=ResNet182024.050.980.991
NuclearModel=ResNet182024.050.9750.987
MANOModel=ResNet502024.050.9750.997
COTModel=ResNet182024.050.9720.984
NuclearModel=ResNet502024.050.9670.976
ATCModel=WRN-50-22024.050.9660.984
COTModel=WRN-50-22024.050.9650.99
MANOModel=WRN-50-22024.050.9610.996
COTModel=ResNet502024.050.9530.973
NuclearModel=WRN-50-22024.050.9510.978
ATCModel=ResNet182024.050.940.973
ATCModel=ResNet502024.050.9380.976
FréchetModel=WRN-50-22024.050.9310.967
DispersionModel=WRN-50-22024.050.9310.966
ConfScoreModel=WRN-50-22024.050.9280.98
MDEModel=ResNet182024.050.9270.985
ProjNormModel=ResNet182024.050.9230.97
EntropyModel=WRN-50-22024.050.9210.977
ProjNormModel=WRN-50-22024.050.9150.97
MDEModel=ResNet502024.050.9140.985
MDEModel=WRN-50-22024.050.9140.983
ConfScoreModel=ResNet182024.050.9130.973
RotationModel=WRN-50-22024.050.9090.957
RotationModel=ResNet502024.050.9060.956
ProjNormModel=ResNet502024.050.9030.924
DispersionModel=ResNet182024.050.90.958
EntropyModel=ResNet182024.050.8980.97
ConfScoreModel=ResNet502024.050.880.967
RotationModel=ResNet182024.050.8760.973
EntropyModel=ResNet502024.050.8530.961
DispersionModel=ResNet502024.050.8510.929
FréchetModel=ResNet502024.050.7710.926
FréchetModel=ResNet182024.050.7680.95
AgreeScoreModel=WRN-50-22024.050.6520.793
AgreeScoreModel=ResNet502024.050.6330.802
AgreeScoreModel=ResNet182024.050.5860.736