| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Medical Segmentation Decathlon (MSD) | RASALoRE | Dice Score (%)61.37 | 17 | 3mo ago | |
| BraTS 2023 | R.Without MedSAM | Dice Coefficient74.22 | 17 | 3mo ago | |
| BraTS 2021 | RASALoRE | Dice Score70.85 | 17 | 3mo ago | |
| BraTS 2020 | RASALoRE | Dice Score70.57 | 17 | 3mo ago | |
| Breast | MedSAD-CLIP | Dice Coefficient84.96 | 15 | 4mo ago | |
| Lung | Dice89.51 | 15 | 4mo ago | ||
| Retina | Dice Score94.61 | 15 | 4mo ago | ||
| Brain | MedSAD-CLIP | Dice Score89.47 | 15 | 4mo ago | |
| COVID-19 | MEDIC-AD | Precision96.6 | 10 | 3mo ago | |
| Brain MRI | MEDIC-AD | Precision91.1 | 10 | 3mo ago | |
| ISIC 2018 | DNP-ConFormer | AUC0.9173 | 7 | 18d ago | |
| OCT 2017 | DNP-ConFormer | AUC99.83 | 7 | 18d ago | |
| APTOS 2019 | DNP-ConFormer | AUC97.92 | 7 | 18d ago | |
| C16 | MSDE | AUC81.2 | 2 | 3mo ago | |
| Brain | MSDE | AUC98.1 | 2 | 3mo ago | |
| ISIC | AnatPaste | AUC0.807 | 2 | 3mo ago | |
| Vin | MSDE | AUC81.9 | 2 | 3mo ago |
