| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SICAP v2 | Proposed (Graph Laplacian Transformer) | AUC95.1 | 17 | 3mo ago | |
| TCGA-PRAD | Accuracy92.47 | 14 | 27d ago | ||
| Gleason Grading Dataset | PathFound | Primary Grade Accuracy63.53 | 6 | 3mo ago | |
| PRAD (IND) | CATE-MIL | AUC79.7 | 2 | 3mo ago | |
| PRAD (OOD) | CATE-MIL | AUC75.5 | 2 | 3mo ago |