| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Kvasir-SEG (test) | t-vMF Dice loss | DSC0.9355 | 67 | 1mo ago | |
| PSVFM | RWKV-UNet-S | DSC (%)78.14 | 28 | 1mo ago | |
| GLAS | RWKV-UNet | DSC92.35 | 28 | 1mo ago | |
| CVC-ColonDB | RWKV-UNet | DSC (%)92.27 | 28 | 1mo ago | |
| CVC-ClinicDB (test) | DSC91.91 | 26 | 1mo ago | ||
| DeepGlobe (test) | CoANet + PRN | mIoU70.6 | 14 | 1mo ago | |
| FUGC 2025 (test) | RWKV-UNet | DSC81.17 | 12 | 1mo ago | |
| GOALS (test) | RWKV-UNet | DSC (%)91.75 | 12 | 1mo ago | |
| ISIC18 | DSVM-UNet | mIoU81.51 | 10 | 1mo ago | |
| ISIC 17 | DSVM-UNet | mIoU82.57 | 9 | 1mo ago | |
| ABD-CT (test) | Liver Score82.96 | 9 | 1mo ago | ||
| ABD-MRI (test) | Liver Score85.71 | 9 | 1mo ago | ||
| FIVES (final block) | Not Pruned | Dice91.01 | 8 | 1mo ago | |
| Boiko S1 nanoparticle dataset (val) | SAGE-GAN | Dice Score93.2 | 7 | 12d ago | |
| Binary Segmentation | ABNN | AAC15.53 | 7 | 16d ago | |
| LIDC | Clustering [128→4] | HM IoU57.4 | 5 | 26d ago | |
| Cityscapes (val) | Image Quality95.6 | 5 | 26d ago | ||
| MMFire (test) | Image Quality0.999 | 5 | 26d ago | ||
| Building Footprint Segmentation (Area of interest A+) | UNet | mIoU0.76 | 4 | 9d ago |
