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ResearchFormerly WizWand

Accuracy Estimation on Entity-13 Subpopulation Shift

0.993R2MANO
0.5250.64650.7680.8895May 29, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MANOModel=ResNet502024.050.9930.998
MANOModel=ResNet182024.050.9920.996
MANOModel=WRN-50-22024.050.9920.996
NuclearModel=ResNet502024.050.9890.996
NuclearModel=WRN-50-22024.050.9890.995
NuclearModel=ResNet182024.050.9780.991
COTModel=ResNet182024.050.960.985
ProjNormModel=ResNet182024.050.9520.981
FréchetModel=ResNet182024.050.950.981
ProjNormModel=WRN-50-22024.050.950.977
ProjNormModel=ResNet502024.050.9440.974
COTModel=WRN-50-22024.050.9440.979
RotationModel=WRN-50-22024.050.9390.983
DispersionModel=ResNet182024.050.9370.968
ATCModel=WRN-50-22024.050.9360.98
COTModel=ResNet502024.050.9350.971
RotationModel=ResNet502024.050.9320.976
ConfScoreModel=WRN-50-22024.050.930.977
RotationModel=ResNet182024.050.9270.961
MDEModel=ResNet182024.050.9270.995
MDEModel=WRN-50-22024.050.9250.995
EntropyModel=WRN-50-22024.050.9190.973
MDEModel=ResNet502024.050.9120.993
FréchetModel=WRN-50-22024.050.9060.958
FréchetModel=ResNet502024.050.9030.959
AgreeScoreModel=ResNet502024.050.9010.964
AgreeScoreModel=WRN-50-22024.050.8710.935
ATCModel=ResNet182024.050.8230.945
DispersionModel=WRN-50-22024.050.8150.905
ConfScoreModel=ResNet182024.050.7950.94
EntropyModel=ResNet182024.050.7940.935
ATCModel=ResNet502024.050.7830.95
DispersionModel=ResNet502024.050.7640.892
ConfScoreModel=ResNet502024.050.7280.941
EntropyModel=ResNet502024.050.6980.928
AgreeScoreModel=ResNet182024.050.5430.919