| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BRACS-7 | PATHCTM | AUC0.889 | 86 | 14d ago | |
| UBC-OCEAN | GPFM | Macro AUC97.88 | 53 | 2mo ago | |
| EBRAINS | ReconMIL | AUC98 | 39 | 2mo ago | |
| Camelyon16 | ReconMIL | AUC97.92 | 39 | 2mo ago | |
| BRACS | ReconMIL | AUC77.1 | 39 | 2mo ago | |
| ABIDE-I AAL116 atlas | I²B-HGNN | Accuracy87.5 | 22 | 1mo ago | |
| HAM & Melanoma (joint) | DINOv2 | H-Mean77.47 | 20 | 22d ago | |
| Melanoma zero-shot 1000 | SlotVAE (k=2) | F1-score (zero-shot)74.67 | 20 | 22d ago | |
| ADHD-200 UP | I²B-HGNN | Accuracy77.5 | 16 | 1mo ago | |
| ADHD-200 PKU | Accuracy81.9 | 16 | 1mo ago | ||
| ADHD-200 KKI | I²B-HGNN | Accuracy78.3 | 16 | 1mo ago | |
| ABIDE-I Schaefer atlas | I²B-HGNN | Accuracy79.34 | 14 | 1mo ago | |
| Canine Pneumothorax (test) | Ours | Accuracy90.32 | 13 | 1mo ago | |
| High-risk patient (test) | HSQformer-B | Accuracy85.41 | 12 | 3mo ago | |
| TBX11K | CSR | F1 Score94.4 | 12 | 3mo ago | |
| RSNA Pneumonia | GazeWorld | AUROC (1% Labels)83.27 | 9 | 8d ago | |
| SIIM-ACR Pneumothorax | GazeWorld | AUROC (1% labels)87.85 | 8 | 8d ago | |
| CheXpert | GazeWorld | AUROC (1% Labels)78.37 | 8 | 8d ago | |
| BraTS & FCD 2021/2023 | Hilbert-VLM | Accuracy0.7885 | 7 | 3mo ago | |
| BRCA-Subtyping | MambaMIL+ | AUC95.3 | 6 | 3mo ago | |
| ISIC | CSR | F1 Score71.5 | 6 | 3mo ago | |
| ASL CBF Maps AD vs bvFTD | ICHOR | AUC100 | 5 | 2mo ago | |
| ASL CBF Maps HOA vs SVD | ICHOR | AUC73.33 | 5 | 2mo ago | |
| ASL CBF Maps CU Aβ- vs CI Aβ+ | ICHOR | AUC78.93 | 5 | 2mo ago | |
| VinDr-CXR | CSR | F1 Score54.6 | 4 | 3mo ago |
