| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| BUSI (test) | Phi-SegNet | Dice91.47 | 236 | 22d ago | |
| ISIC 2018 | PU-UNet | Dice Score94.2 | 193 | 1mo ago | |
| ACDC (test) | RefineFormer3D | Avg DSC94.88 | 180 | 1mo ago | |
| BUSI | MedSAM | Dice Score91.1 | 143 | 25d ago | |
| Kvasir-SEG (test) | STPNet | mIoU96.45 | 139 | 18d ago | |
| GlaS | Cascaded-MERIT | Dice96.91 | 134 | 23d ago | |
| Synapse (test) | RWKV-UNet | Dice86.73 | 123 | 2mo ago | |
| CVC-ClinicDB | RWKV-UNet-S | Dice Score95.58 | 118 | 2mo ago | |
| ISIC | Supervised | DICE94.8 | 114 | 18d ago | |
| LA Atrial Segmentation Challenge 2018 (evaluation) | Dice91.76 | 111 | 4mo ago | ||
| QaTa-COV19 | TAMISeg | mIoU84.95 | 108 | 26d ago | |
| MosMedData+ | CERS | mIoU68.53 | 102 | 26d ago | |
| ISIC 2017 | MFSNet | Dice Score98.7 | 102 | 1mo ago | |
| AMOS 2022 | Dice Coefficient91.32 | 101 | 2mo ago | ||
| LA | SASNet | Dice91.82 | 98 | 22d ago | |
| Kvasir-Seg | MSRF-Net | Dice Score92.17 | 98 | 2mo ago | |
| FLARE 2021 | Dice Score96.85 | 89 | 2mo ago | ||
| Duke | Adaptive Morph (v1) | Dice Coefficient82.66 | 86 | 1mo ago | |
| ISIC 2018 (test) | LatentFM | Dice Score95.11 | 83 | 25d ago | |
| Medical Image Segmentation Aggregate (Average of BUSI, BTMRI, ISIC, Kvasir-SEG, QaTa-COV19, and EUS) (test) | MedCLIPSeg | DSC88.66 | 80 | 4mo ago | |
| CVC-ClinicDB (test) | S2M-Net | Dice95.43 | 77 | 1mo ago | |
| Synapse | LHU-Net | Average DSC87.83 | 77 | 2mo ago | |
| Kvasir-SEG | SegDINO | Dice Coefficient88.79 | 75 | 22d ago | |
| AMOS-CT (test) | mDice93.04 | 70 | 2mo ago | ||
| Pancreas-NIH | TCSeg (maximum) | Dice Coefficient84.14 | 70 | 22d ago |
