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ResearchFormerly WizWand

Accuracy Estimation on Nonliving-26 Subpopulation Shift

0.982R2COT
0.525440.643970.76250.88103May 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
COTModel=ResNet182024.050.9820.992
MANOModel=ResNet182024.050.9780.991
MANOModel=WRN-50-22024.050.9780.992
MANOModel=ResNet502024.050.9750.995
NuclearModel=ResNet182024.050.970.989
COTModel=ResNet502024.050.9620.984
COTModel=WRN-50-22024.050.9620.979
NuclearModel=WRN-50-22024.050.960.988
DispersionModel=ResNet182024.050.9580.981
NuclearModel=ResNet502024.050.9560.985
ATCModel=WRN-50-22024.050.9450.969
ProjNormModel=ResNet182024.050.9390.978
ConfScoreModel=WRN-50-22024.050.9320.971
MDEModel=ResNet182024.050.9290.989
ProjNormModel=WRN-50-22024.050.9240.973
RotationModel=WRN-50-22024.050.9170.977
RotationModel=ResNet502024.050.9160.97
FréchetModel=ResNet182024.050.9140.98
EntropyModel=WRN-50-22024.050.9120.959
MDEModel=WRN-50-22024.050.9090.991
MDEModel=ResNet502024.050.9070.993
RotationModel=ResNet182024.050.9060.955
ATCModel=ResNet502024.050.8930.96
DispersionModel=WRN-50-22024.050.8930.939
FréchetModel=WRN-50-22024.050.8850.942
ProjNormModel=ResNet502024.050.8730.972
ATCModel=ResNet182024.050.8540.939
FréchetModel=ResNet502024.050.8480.95
ConfScoreModel=ResNet502024.050.8320.942
DispersionModel=ResNet502024.050.8050.907
ConfScoreModel=ResNet182024.050.7810.925
EntropyModel=ResNet502024.050.7760.918
EntropyModel=ResNet182024.050.7390.909
AgreeScoreModel=WRN-50-22024.050.6760.861
AgreeScoreModel=ResNet502024.050.6380.837
AgreeScoreModel=ResNet182024.050.5430.81