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ResearchFormerly WizWand

Dataset-level OOD Detection on Sparse-view CT Star artifacts

0.999AUCCutPaste
0.522680.646340.770.89366May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CutPasteModel Type=Non-diffusion2026.050.999
SimpleNetModel Type=Non-diffusion2026.050.999
SimpleNetModel Type=Non-diffusion2026.050.993
CutPasteModel Type=Non-diffusion2026.050.978
KLIPDiffusion Framework=Predictor-Corrector [37], Hyperparameter Tuning=tuned2026.050.912
KLIPDiffusion Framework=PaDIS [14]2026.050.889
KLIPDiffusion Framework=Predictor-Corrector [37], Hyperparameter Tuning=tuned2026.050.855
DKLDiffusion Framework=PaDIS [14]2026.050.841
DKLDiffusion Framework=Predictor-Corrector [37]2026.050.837
DiffPathDiffusion Framework=Predictor-Corrector [37]2026.050.688
NLLDiffusion Framework=Predictor-Corrector [37]2026.050.586
DKLDiffusion Framework=Predictor-Corrector [37]2026.050.541