| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Private | Proposed (Graph Laplacian Transformer) | AUC0.781 | 9 | 1mo ago | |
| Diagset | Proposed (Graph Laplacian Transformer) | AUC83.6 | 9 | 1mo ago | |
| PANDA | Proposed (Graph Laplacian Transformer) | AUC0.963 | 9 | 1mo ago | |
| GLEASON19 | AUC0.914 | 9 | 1mo ago | ||
| TCGA-PRAD | Proposed (Graph Laplacian Transformer) | AUC0.923 | 9 | 1mo ago | |
| SICAP target-imbalanced KD v2 (test) | UMKD | Overall Accuracy91.75 | 9 | 1mo ago | |
| SICAPv2 source-imbalanced KD (test) | Resnet50 (Exp2) | OA0.9205 | 9 | 1mo ago | |
| PANDA (test) | AtlasPatch | Accuracy73.5 | 3 | 1mo ago |
