Dataset-level OOD Detection on Sparse-view CT Star artifacts
0.999AUCCutPaste
Evaluation Results
| Method | Links | |
|---|---|---|
| CutPasteModel Type=Non-diffusion2026.05 | 0.999 | |
| SimpleNetModel Type=Non-diffusion2026.05 | 0.999 | |
| SimpleNetModel Type=Non-diffusion2026.05 | 0.993 | |
| CutPasteModel Type=Non-diffusion2026.05 | 0.978 | |
| KLIPDiffusion Framework=Predictor-Corrector [37], Hyperparameter Tuning=tuned2026.05 | 0.912 | |
| KLIPDiffusion Framework=PaDIS [14]2026.05 | 0.889 | |
| KLIPDiffusion Framework=Predictor-Corrector [37], Hyperparameter Tuning=tuned2026.05 | 0.855 | |
| DKLDiffusion Framework=PaDIS [14]2026.05 | 0.841 | |
| DKLDiffusion Framework=Predictor-Corrector [37]2026.05 | 0.837 | |
| DiffPathDiffusion Framework=Predictor-Corrector [37]2026.05 | 0.688 | |
| NLLDiffusion Framework=Predictor-Corrector [37]2026.05 | 0.586 | |
| DKLDiffusion Framework=Predictor-Corrector [37]2026.05 | 0.541 |