| ISIC 2016 (test) | SegFormer-B4 | Dice Coefficient92.88 | | 40 | 3d ago |
| SynthStrip (test) | Cluster+Combined | Dice (median)83.3 | | 24 | 3d ago |
| BIG (test) | CRM | IoU94.18 | | 20 | 3d ago |
| MS COCO (Full dataset) | DCQ | AP5047.38 | | 16 | 3d ago |
| LVIS LQ-1 (test) | GleSAM2++ | IoU64.3 | | 15 | 3d ago |
| LVIS LQ-2 (test) | GleSAM2++ | IoU62.2 | | 15 | 3d ago |
| LVIS LQ-3 (test) | GleSAM2++ | IoU58.4 | | 15 | 3d ago |
| ThinObject-5K LQ-1 (test) | GleSAM2++ | IoU83.4 | | 15 | 3d ago |
| ThinObject-5K LQ-2 (test) | GleSAM2++ | IoU0.807 | | 15 | 3d ago |
| ThinObject-5K LQ-3 (test) | GleSAM2++ | mIoU77.6 | | 15 | 3d ago |
| MICCAI FLARE 2022 | M4oE | Liver97.08 | | 15 | 3d ago |
| COCO-20i (val) | HDMNet | FB-IoU (%)77.7 | | 14 | 3d ago |
| PASCAL-C (test) | Concept Replacer | I-Seg69.29 | | 12 | 3d ago |
| BSDS500 (test) | HypeGBMS | SC23.05 | | 11 | 3d ago |
| SA-1B 1.0 (train) | SAM-H | mIoU78.3 | | 11 | 3d ago |
| KiTS19 kidney (tumor) (val) | Quality-Aware Memory Network | DSC89.1 | | 11 | 3d ago |
| KiTS19 kidney (organ) (val) | | DSC97.4 | | 11 | 3d ago |
| MSD colon cancer (val) | Quality-Aware Memory Network | DSC80.4 | | 11 | 3d ago |
| MSD lung cancer (val) | Quality-Aware Memory Network | DSC82 | | 11 | 3d ago |
| GrabCut | BHA-MaxST | F1 Score97 | | 10 | 3d ago |
| SA-Co Gold (test) | SAM3 (Teacher) | Avg CG F154.1 | | 10 | 3d ago |
| FS-COCO (test) | Ours | mIoU73.48 | | 10 | 3d ago |
| CUB-200-2011 49 (test) | PANC | mIoU78 | | 9 | 3d ago |
| GHIS | HCRF | Dice46.29 | | 8 | 3d ago |
| OI v6 (test) | | BD-Accuracy11.18 | | 7 | 3d ago |
