| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | CholecSeg8K (test) | mIoU - Background98 | 13 | |
| Tissue Segmentation | CholecSeg8K corrupted (test) | Precision1.85 | 11 | |
| Referring Video Object Segmentation | CholecSeg8k-IM (unseen test) | Jaccard Score (J)66.92 | 2 |