Artifact Detection on TCGA H&E-stained images
95.3OOF SensitivityDiffusionQC (enhanced)
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DiffusionQC (enhanced)#WSI=24, Labels=patch-wise, Contrastive Learning=true2026.01 | 95.3 | 86.6 | 72.3 | 2.6 | 89.7 | 69.7 | 78.4 | |
| DiffusionQC (basic)#WSI=24, Labels=patch-wise2026.01 | 89.9 | 79.4 | 62.8 | 9.9 | 83.5 | 68 | 75 | |
| GrandQC#WSI=420, Labels=pixel-wise2026.01 | 83.8 | 97 | 72.9 | 88.4 | 88.2 | 67.1 | 76.2 |