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Benchmarks
Artifact Detection on TCGA H&E-stained images
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95.3
OOF Sensitivity
DiffusionQC (enhanced)
83.34
86.445
89.55
92.655
Jan 18, 2026
OOF Sensitivity
Penmark Sensitivity
Folding Sensitivity
Air bubble Sensitivity
Binary Sensitivity
Binary Precision
Binary F1
Updated 4d ago
Evaluation Results
Method
Method
Links
OOF Sensitivity
Penmark Sensitivity
Folding Sensitivity
Air bubble Sensitivity
Binary Sensitivity
Binary Precision
Binary F1
DiffusionQC (enhanced)
#WSI=24, Labels=patch-...
2026.01
95.3
86.6
72.3
2.6
89.7
69.7
78.4
DiffusionQC (basic)
#WSI=24, Labels=patch-...
2026.01
89.9
79.4
62.8
9.9
83.5
68
75
GrandQC
#WSI=420, Labels=pixel...
2026.01
83.8
97
72.9
88.4
88.2
67.1
76.2
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