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Anomaly Detection on CheXpert (test)

0.885AUROC

PPAD

0.529320.621660.7140.80634May 18, 2024Sep 4, 2024Dec 23, 2024Apr 12, 2025Jul 30, 2025Nov 17, 2025Mar 7, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2024.05
0.8850.8270.82
2024.05
0.8770.7740.797
2024.05
0.870.8040.792
2024.05
0.8630.7950.796
2024.05
0.8360.7560.756
2026.03
0.797--
2026.03
0.791--
2024.05
0.7810.7190.759
2026.03
0.781--
2024.05
0.733--
2024.05
0.725--
2026.03
0.719--
2024.05
0.714--
2024.05
0.708--
2024.05
0.701--
2024.05
0.6980.660.636
2024.05
0.694--
2026.03
0.687--
2024.05
0.6860.6640.653
2024.05
0.676--
2024.05
0.676--
2024.05
0.669--
2024.05
0.666--
2024.05
0.66--
2026.03
0.658--
2024.05
0.656--
2024.05
0.656--
2024.05
0.6550.6270.603
2026.03
0.655--
2024.05
0.652--
2024.05
0.65--
2024.05
0.646--
2024.05
0.643--
2024.05
0.638--
2024.05
0.636--
2024.05
0.635--
2024.05
0.627--
2024.05
0.62--
2024.05
0.617--
2024.05
0.613--
2024.05
0.602--
2024.05
0.6--
2024.05
0.599--
2024.05
0.598--
2024.05
0.597--
2024.05
0.575--
2024.05
0.573--
2024.05
0.558--
2024.05
0.5430.5560.533