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Benchmarks
Organ Classification on MedMNIST+ Organ (test)
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83.8
Accuracy (A)
SEPL (Ours)
71.84
74.945
78.05
81.155
Dec 11, 2025
Accuracy (A)
Accuracy (C)
Accuracy (S)
Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (A)
Accuracy (C)
Accuracy (S)
Mean Accuracy
SEPL (Ours)
Backbone=ResNet-50, No...
2025.12
83.8
84
58.8
75.5
ERM++
Backbone=ResNet-50, No...
2025.12
80.5
79.9
57.9
72.8
GroupDRO
Backbone=ResNet-50, No...
2025.12
75.9
76.6
53.7
68.7
ERM
Backbone=ResNet-50, No...
2025.12
75.3
79.8
52.8
69.3
IRM
Backbone=ResNet-50, No...
2025.12
74.8
77.5
54.1
68.8
Mixup
Backbone=ResNet-50, No...
2025.12
74.3
75.5
54.9
68.3
CORAL
Backbone=ResNet-50, No...
2025.12
74.2
77
52.1
67.8
VREx
Backbone=ResNet-50, No...
2025.12
72.3
75.7
53.9
67.3
ADRMX
Backbone=ResNet-50, No...
2025.12
72.3
74.6
53
66.6
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