| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PANDA (test) | DTMf-MIL | Accuracy81.98 | 15 | 25d ago | |
| In-House | KOAL | QWK88.19 | 10 | 17d ago | |
| PI-CAI | KOAL | QWK88.99 | 10 | 17d ago | |
| Private | Proposed (Graph Laplacian Transformer) | AUC0.781 | 9 | 5mo ago | |
| Diagset | Proposed (Graph Laplacian Transformer) | AUC83.6 | 9 | 5mo ago | |
| PANDA | Proposed (Graph Laplacian Transformer) | AUC0.963 | 9 | 5mo ago | |
| GLEASON19 | AUC0.914 | 9 | 5mo ago | ||
| TCGA-PRAD | Proposed (Graph Laplacian Transformer) | AUC0.923 | 9 | 5mo ago | |
| SICAP target-imbalanced KD v2 (test) | UMKD | Overall Accuracy91.75 | 9 | 5mo ago | |
| SICAPv2 source-imbalanced KD (test) | Resnet50 (Exp2) | OA0.9205 | 9 | 5mo ago |
