| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GrabCut | InterFormer | NoC@901.36 | 28 | 4mo ago | |
| DAVIS | SAM-REF | NoC @ 90% IoU4.54 | 27 | 4mo ago | |
| ATLAS T1 | PI+MI | Dice Coefficient86 | 18 | 3mo ago | |
| TBI T1 | PI+MI | Dice Coefficient74.8 | 18 | 3mo ago | |
| WMH Flair | PI+MI | Dice Score78.9 | 18 | 3mo ago | |
| TBI Flair | PI+MI | Dice Score76.3 | 18 | 3mo ago | |
| SBD | SAM-REF | NoC904.44 | 16 | 4mo ago | |
| HQSeg-44K (val) | SAM-REF | 5-mIoU90.75 | 12 | 4mo ago | |
| SBD (val) | MFP | NoC @ 853.21 | 12 | 4mo ago | |
| ThinObject-5K | LitePGE-SAM | IoU77.95 | 6 | 25d ago | |
| COCO Unseen LQ-1 | PGE-SAM | IoU76.81 | 6 | 25d ago | |
| COCO Unseen LQ-2 | PGE-SAM | IoU75.62 | 6 | 25d ago | |
| COCO Unseen LQ-3 | PGE-SAM | IoU73.56 | 6 | 25d ago | |
| ECSSD LQ-1 (Unseen) | PGE-SAM | IoU86.15 | 6 | 25d ago | |
| ECSSD LQ-2 (Unseen) | PGE-SAM | IoU0.8353 | 6 | 25d ago | |
| ECSSD LQ-3 (Unseen) | PGE-SAM | IoU79.91 | 6 | 25d ago | |
| LVIS Seen LQ-1 | PGE-SAM | IoU76.72 | 6 | 25d ago | |
| LVIS Seen LQ-2 | PGE-SAM | mIoU75.49 | 6 | 25d ago | |
| LVIS Seen LQ-3 | PGE-SAM | IoU73.3 | 6 | 25d ago | |
| ThinObject 5K (Seen, LQ-1) | PGE-SAM | IoU85.22 | 6 | 25d ago | |
| ThinObject LQ-2 5K (Seen) | PGE-SAM | IoU84.29 | 6 | 25d ago | |
| ThinObject Seen LQ-3 5K | PGE-SAM | IoU81.27 | 6 | 25d ago | |
| Interactive Image Segmentation Dataset | PSSI–MaxST | Average Latency (s)2.14 | 5 | 4mo ago | |
| Image250 (test) | Background Accuracy10.79 | 4 | 4mo ago | ||
| DAVIS | CSFPN | NoF @9056 | 4 | 4mo ago |
