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ResearchFormerly WizWand

Prostate cancer grading

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

81.98Accuracy

15

Jun 30, 2026

88.19QWK

10

Jul 8, 2026

88.99QWK

10

Jul 8, 2026

Proposed (Graph Laplacian Transformer)

0.781AUC

9

Feb 26, 2026

Proposed (Graph Laplacian Transformer)

83.6AUC

9

Feb 26, 2026

Proposed (Graph Laplacian Transformer)

0.963AUC

9

Feb 26, 2026

0.914AUC

9

Feb 26, 2026

Proposed (Graph Laplacian Transformer)

0.923AUC

9

Feb 26, 2026

SICAP target-imbalanced KD v2 (test)

91.75Overall Accuracy

9

Feb 26, 2026

SICAPv2 source-imbalanced KD (test)

Resnet50 (Exp2)

0.921OA

9

Feb 26, 2026