| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Berkeley | AdaptiveClick | NoC@901.38 | 235 | 3d ago | |
| GrabCut | GraCo w/ GT+AGG | NoC@901.2 | 225 | 1mo ago | |
| DAVIS | OIS | NoC@903.8 | 202 | 3d ago | |
| SBD | GraCo w/ AGG | NoC @ 90% Target3.96 | 171 | 1mo ago | |
| Pascal VOC | Ours-ViT-B+MST+CL | NoC@851.69 | 48 | 3d ago | |
| GAMMA | PI+MI | Disc Dice97.9 | 18 | 8d ago | |
| GS1 | PI+MI | Disc Dice98.4 | 18 | 8d ago | |
| PAPILA | PI+MI | Disc Dice97.5 | 18 | 8d ago | |
| G1020 | PI+MI | Disc Dice97.5 | 18 | 8d ago | |
| ISIC 2017 | ActiveFreq (Ours) | NoC @ 80%1.74 | 18 | 1mo ago | |
| COD10K | FocSAM-ViT-H | NoC@908.91 | 18 | 3d ago | |
| PartImageNet | GraCo w/ GT+AGG | NoC@854.92 | 17 | 1mo ago | |
| PascalPart | GraCo w/ GT | NoC@855.81 | 17 | 1mo ago | |
| Dolphin | mIoU0.831 | 16 | 1mo ago | ||
| In-domain (test) | IBISAgent | IoU86.37 | 14 | 1mo ago | |
| KolektorSDD2 1.0 (test) | ADClick | AP94.9 | 14 | 1mo ago | |
| MVTec AD 1.0 (test) | ADClick | AP94.1 | 14 | 1mo ago | |
| MVTec | SimpleClick-ViT-H | NoC@9010.56 | 13 | 1mo ago | |
| AutoPET-Organ (unseen out-of-distribution) | SegAnyPET | Liver Performance83.75 | 12 | 1mo ago | |
| BraTS 2015 | Scribble-aware inference | User Interaction Time (min)9 | 12 | 1mo ago | |
| ECSSD LQ-1 | GleSAM2++ | IoU88 | 12 | 1mo ago | |
| ECSSD LQ-2 | GleSAM2++ | IoU0.857 | 12 | 1mo ago | |
| ECSSD LQ-3 | GleSAM2++ | IoU80.1 | 12 | 1mo ago | |
| PartImageNet (val) | GraCo | IoU@158 | 12 | 1mo ago | |
| PascalPart (test) | SAM | IoU@157 | 12 | 1mo ago |
