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Multi-label CAD classification on UK Biobank (test)
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0.761
AUC
TGV
0.542808
0.599454
0.6561
0.712746
Mar 19, 2025
AUC
Updated 23d ago
Evaluation Results
Method
Method
Links
AUC
TGV
Protocol=Fine-tuning
2025.03
0.761
MMCL
Protocol=Fine-tuning
2025.03
0.7291
SimCLR
Protocol=Fine-tuning
2025.03
0.7168
SimSiam
Protocol=Fine-tuning
2025.03
0.6989
TGV
Protocol=Zero-shot
2025.03
0.687
BYOL
Protocol=Fine-tuning
2025.03
0.6732
ResNet50
Protocol=Fine-tuning
2025.03
0.6561
Barlow Twins
Protocol=Fine-tuning
2025.03
0.6501
MMCL
Protocol=Zero-shot
2025.03
0.6249
SimCLR
Protocol=Zero-shot
2025.03
0.6205
SimSiam
Protocol=Zero-shot
2025.03
0.5701
BYOL
Protocol=Zero-shot
2025.03
0.5699
Barlow Twins
Protocol=Zero-shot
2025.03
0.5512
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