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Benchmarks
Multi-view Classification on CIFAR10 Corrupted (test)
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75.4
Test Accuracy
DE (LF)
60.9544
64.7047
68.455
72.2053
Oct 6, 2022
Test Accuracy
ECE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Accuracy
ECE
DE (LF)
Backbone=Inception v3,...
2022.10
75.4
0.095
MC Dropout
Backbone=Inception v3,...
2022.10
74.76
0.013
MGP
Backbone=Inception v3,...
2022.10
73.3
0.018
DE (EF)
Backbone=Inception v3,...
2022.10
72.95
0.154
TMC
Backbone=Inception v3,...
2022.10
72.42
0.108
SNGP
Backbone=Inception v3,...
2022.10
61.51
0.02
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