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Domain Generalization on PACS ResNet50 backbone (test)
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92.2
Acc (Art Painting)
SWAD + TSD
82.112
84.731
87.35
89.969
Mar 20, 2023
Acc (Art Painting)
Acc (Cartoon)
Acc (Photo)
Acc (Sketch)
Avg Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Acc (Art Painting)
Acc (Cartoon)
Acc (Photo)
Acc (Sketch)
Avg Acc
SWAD + TSD
Backbone=ResNet-50
2023.03
92.2
89.2
97.1
85.6
91
PCL
Backbone=ResNet-50
2023.03
90.2
83.9
98.1
82.6
88.7
DNA
Backbone=ResNet-50
2023.03
89.8
83.4
97.7
82.6
88.4
SWAD
Backbone=ResNet-50
2023.03
89.3
83.2
96.9
83.4
88.2
TSD
Backbone=ResNet-50
2023.03
87.7
88.8
96.2
85
89.4
ERM
Backbone=ResNet-50
2023.03
82.5
80.8
94.1
81
84.6
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