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Benchmarks
Surgical Tool Classification on D99 to CATARACTS (CAT) (cross-domain)
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55
Macro Accuracy
Target Only
21.096
29.898
38.7
47.502
Jul 31, 2023
Macro Accuracy
Micro Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro Accuracy
Micro Accuracy
Target Only
Backbone=ResNet50, Pro...
2023.07
55
67.2
Target Only
Backbone=ViT, Protocol...
2023.07
49.8
66.33
Barlow Adaptor
Backbone=ResNet50
2023.07
35.1
17.1
Deep CORAL
Backbone=ResNet50
2023.07
32.8
14
MMD
Backbone=ResNet50
2023.07
32.2
15.9
Barlow Adaptor
Backbone=ViT
2023.07
31.91
12.81
MMD
Backbone=ViT
2023.07
31.32
13.81
Source Only
Backbone=ViT
2023.07
30.43
14.14
CDTrans
Backbone=Not specified
2023.07
29.1
14.7
CORAL
Backbone=ViT
2023.07
28.7
16.5
Source Only
Backbone=ResNet50
2023.07
27.9
14.9
DANN
Backbone=Not specified
2023.07
22.4
11.6
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