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Disease Diagnosis on ChestX-ray14 (test)

0.776Worst-case AUC

neutralized-CNN (Reported from Hu et al.)

Updated 4d ago

Evaluation Results

Method	Links
neutralized-CNN (Reported from Hu et al.) 2026.01		0.776	0.006	0.003
neutralized-CNN (Reported from Hu et al.) 2026.01		0.765	0.022	0.011
Original (baseline) 2026.01		0.76	0.031	0.016
Balanced sampling 2026.01		0.749	0.03	0.015
neutralized–ViT 2026.01		0.746	0.026	0.013
Balanced sampling 2026.01		0.737	0.049	0.025
Original (baseline) 2026.01		0.731	0.052	0.026
Manifold-Mixup 2026.01		0.711	0.031	0.016
neutralized–ViT 2026.01		0.698	0.053	0.026
Manifold-Mixup 2026.01		0.638	0.043	0.022
Mixup 2026.01		0.628	0.036	0.018
Mixup 2026.01		0.609	0.026	0.013
neutralized–CNN 2026.01		0.49	0.019	0.009
neutralized–CNN 2026.01		0.486	0.022	0.011