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Medical Image Classification on Skin
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51.91
Top-1 Accuracy
GIF
36.258
40.3215
44.385
48.4485
Mar 9, 2026
Top-1 Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
GIF
Backbone=ResNet-50, Tr...
2026.03
51.91
Real Guidance
Backbone=ResNet-50, Tr...
2026.03
51.81
Diff-Aug
Backbone=ResNet-50, Tr...
2026.03
51.13
Baseline
Backbone=ResNet-50, Tr...
2026.03
50.48
CutMix
Backbone=ResNet-50, Tr...
2026.03
49.05
DA-Fusion
Backbone=ResNet-50, Tr...
2026.03
49
Diff-Mix
Backbone=ResNet-50, Tr...
2026.03
47.85
Mixup
Backbone=ResNet-50, Tr...
2026.03
47.14
Real Guidance
Backbone=ResNet-50, Tr...
2026.03
42.29
GIF
Backbone=ResNet-50, Tr...
2026.03
40.95
Mixup
Backbone=ResNet-50, Tr...
2026.03
40.67
Baseline
Backbone=ResNet-50, Tr...
2026.03
39.62
Diff-Aug
Backbone=ResNet-50, Tr...
2026.03
39.03
DA-Fusion
Backbone=ResNet-50, Tr...
2026.03
38.71
Diff-Mix
Backbone=ResNet-50, Tr...
2026.03
37.92
CutMix
Backbone=ResNet-50, Tr...
2026.03
36.86
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