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Benchmarks
Skin lesion classification on molemap+
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61.04
Accuracy
Hyperbolic prototype net
56.7032
57.8291
58.955
60.0809
Sep 13, 2022
Accuracy
Mistake Severity
Mean HD@5
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Mistake Severity
Mean HD@5
Hyperbolic prototype net
Class hierarchy=LCD
2022.09
61.04
1.82
1.41
Hyperbolic prototype net
Class hierarchy=HCD
2022.09
60.94
1.83
1.43
Euclidean prototype net
Class hierarchy=LCD
2022.09
60.76
1.9
1.55
Hyperbolic prototype net
Class hierarchy=None
2022.09
60.68
1.91
1.63
Multi-branch CNN
Class hierarchy=Yes
2022.09
60.28
1.92
1.61
Soft-label
Class hierarchy=Yes
2022.09
58.88
1.95
1.46
Baseline CNN
Class hierarchy=None
2022.09
58.47
1.95
1.65
Fixed-hyperbolic embeddings
Class hierarchy=Yes
2022.09
56.87
1.85
1.4
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