Disease Diagnosis on ChestX-ray14 (test) benchmark leaderboard · SOTA2 Research

Disease Diagnosis on ChestX-ray14 (test)

0.776Worst-case AUCneutralized-CNN (Reported from Hu et al.)

Evaluation Results

Method
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 sampling2026.01	0.749	0.03	0.015
neutralized–ViT2026.01	0.746	0.026	0.013
Balanced sampling2026.01	0.737	0.049	0.025
Original (baseline)2026.01	0.731	0.052	0.026
Manifold-Mixup2026.01	0.711	0.031	0.016
neutralized–ViT2026.01	0.698	0.053	0.026
Manifold-Mixup2026.01	0.638	0.043	0.022
Mixup2026.01	0.628	0.036	0.018
Mixup2026.01	0.609	0.026	0.013
neutralized–CNN2026.01	0.49	0.019	0.009
neutralized–CNN2026.01	0.486	0.022	0.011