| Berkeley | AdaptiveClick | NoC@901.38 | | 235 | 3mo ago |
| GrabCut | GraCo w/ GT+AGG | NoC@901.2 | | 225 | 4mo ago |
| DAVIS | OIS | NoC@903.8 | | 202 | 3mo ago |
| SBD | GraCo w/ AGG | NoC @ 90% Target3.96 | | 171 | 4mo ago |
| Pascal VOC | Ours-ViT-B+MST+CL | NoC@851.69 | | 48 | 1mo ago |
| GAMMA | PI+MI | Disc Dice97.9 | | 18 | 3mo ago |
| GS1 | PI+MI | Disc Dice98.4 | | 18 | 3mo ago |
| PAPILA | PI+MI | Disc Dice97.5 | | 18 | 3mo ago |
| G1020 | PI+MI | Disc Dice97.5 | | 18 | 3mo ago |
| ISIC 2017 | ActiveFreq (Ours) | NoC @ 80%1.74 | | 18 | 4mo ago |
| COD10K | FocSAM-ViT-H | NoC@908.91 | | 18 | 3mo ago |
| PartImageNet | GraCo w/ GT+AGG | NoC@854.92 | | 17 | 4mo ago |
| PascalPart | GraCo w/ GT | NoC@855.81 | | 17 | 4mo ago |
| Dolphin | | mIoU0.831 | | 16 | 4mo ago |
| In-domain (test) | IBISAgent | IoU86.37 | | 14 | 4mo ago |
| KolektorSDD2 1.0 (test) | ADClick | AP94.9 | | 14 | 4mo ago |
| MVTec AD 1.0 (test) | ADClick | AP94.1 | | 14 | 4mo ago |
| MVTec | SimpleClick-ViT-H | NoC@9010.56 | | 13 | 4mo ago |
| DM-Seg Average (seen split) | PGE-SAM | IoU84.17 | | 12 | 25d ago |
| DM-Seg Clear (seen) | PGE-SAM | mIoU85.82 | | 12 | 25d ago |
| DM-Seg LQ-1 (seen) | PGE-SAM | IoU85.31 | | 12 | 25d ago |
| DM-Seg LQ-2 (seen) | PGE-SAM | IoU84.65 | | 12 | 25d ago |
| DM-Seg LQ-3 (seen) | PGE-SAM | IoU82.85 | | 12 | 25d ago |
| DM-Seg LQ-3+ (seen) | PGE-SAM | IoU82.22 | | 12 | 25d ago |
| AutoPET-Organ (unseen out-of-distribution) | SegAnyPET | Liver Performance83.75 | | 12 | 4mo ago |
