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Mixture Proportion Estimation on CIFAR Dog vs Cat
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0.066
Abs. Estimation Error
(TED)ⁿ
0.0554
0.12695
0.1985
0.27005
Nov 1, 2021
Abs. Estimation Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Abs. Estimation Error
(TED)ⁿ
Backbone=All Conv, Ora...
2021.11
0.066
(TED)ⁿ
Backbone=ResNet-18, Or...
2021.11
0.078
DEDPUL
Backbone=All Conv, Ora...
2021.11
0.115
BBE
Backbone=All Conv, Ora...
2021.11
0.128
DEDPUL
Backbone=ResNet-18, Or...
2021.11
0.17
AlphaMax
Backbone=ResNet-18, Or...
2021.11
0.17
BBE
Backbone=ResNet-18, Or...
2021.11
0.176
AlphaMax
Backbone=All Conv, Ora...
2021.11
0.19
EN
Backbone=ResNet-18, Or...
2021.11
0.226
EN
Backbone=All Conv, Ora...
2021.11
0.25
TiCE
Backbone=ResNet-18, Or...
2021.11
0.286
KM2
Backbone=ResNet-18, Or...
2021.11
0.331
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