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Benchmarks
Surgical Tool Classification on CATARACTS cross-domain to D99
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57
Macro Accuracy
Target Only
12.2696
23.8823
35.495
47.1077
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
57
62.2
Target Only
Backbone=ViT, Protocol...
2023.07
56.43
60.46
Barlow Adaptor
Backbone=ResNet50
2023.07
24.62
28.13
CDTrans
Backbone=Not specified
2023.07
20.9
24.7
MMD
Backbone=ResNet50
2023.07
20.6
24.3
Deep CORAL
Backbone=ResNet50
2023.07
18.6
22
Barlow Adaptor
Backbone=ViT
2023.07
17.35
20.8
DANN
Backbone=Not specified
2023.07
16.7
19.5
MMD
Backbone=ViT
2023.07
16.42
20
CORAL
Backbone=ViT
2023.07
15.38
18.5
Source Only
Backbone=ResNet50
2023.07
14.25
16.9
Source Only
Backbone=ViT
2023.07
13.99
17.11
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