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Benchmarks
Image Classification on BloodMNIST balanced (test)
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98.5
Balanced Accuracy
CE
81.652
86.026
90.4
94.774
May 21, 2026
Balanced Accuracy
Updated 12d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
CE
Condition=Clean, Backb...
2026.05
98.5
CUFIT
Condition=Clean, Backb...
2026.05
98.1
ELR
Condition=Clean, Backb...
2026.05
98.1
Co-T.
Condition=Clean, Backb...
2026.05
98.1
ELR
Condition=Sym. 20%, Ba...
2026.05
98
CUFIT
Condition=Sym. 20%, Ba...
2026.05
97.7
ELR
Condition=Sym. 40%, Ba...
2026.05
97.3
Co-T.
Condition=Sym. 20%, Ba...
2026.05
97.1
CUFIT
Condition=Sym. 40%, Ba...
2026.05
96.9
ELR
Condition=Asym. 40%, B...
2026.05
96.3
Co-T.
Condition=Sym. 40%, Ba...
2026.05
94.7
CUFIT
Condition=Asym. 40%, B...
2026.05
94.6
Co-T.
Condition=Asym. 40%, B...
2026.05
94.1
CE
Condition=Sym. 20%, Ba...
2026.05
92.9
CE
Condition=Sym. 40%, Ba...
2026.05
89.4
CE
Condition=Asym. 40%, B...
2026.05
82.3
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