| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EndoVis 2018 (test) | ReMeDI-SAM3 | Ch_IoU88.24 | 32 | 4d ago | |
| Robust-MIS 2019 (test) | SegMatch | Mean Dice93.7 | 24 | 4d ago | |
| EndoVis 2017 (test) | ReMeDI-SAM3 | mIoU78.57 | 22 | 4d ago | |
| Surgical Instrument combined (test) | LapFM | P3 Dice90.81 | 16 | 4d ago | |
| Endovis17 to Endovis18 1.0 (target) | SimT | Scissor IoU76.24 | 14 | 4d ago | |
| Autolaparo | OFL-SAM2 | Mean Dice Coefficient0.8441 | 13 | 4d ago | |
| EndoVis 2017 | TP-SIS | Ch_IoU79.9 | 11 | 4d ago | |
| Kvasir-Instrument 1.0 (test) | NanoNet-B | DSC92.84 | 6 | 4d ago | |
| UCL to Endovis Case 4 (Domain A: UCL, Domain B: Endovis) | coSegGAN- | Mean Dice (Domain A)94.2 | 5 | 4d ago | |
| Endovis to UCL Case 3 | Ternaus- | Mean Dice (Domain A)93.3 | 5 | 4d ago | |
| UCL to Surgery Case 2 Domain A: UCL, Domain B: Surgery | Ternaus- | Dice (Domain A)95.8 | 5 | 4d ago | |
| Endovis to Surgery Case 1 | Ternaus- | Mean Dice (Domain A)94.2 | 5 | 4d ago | |
| EndoVis 2018 | MA-SAM2 | Challenge IoU64.4 | 5 | 4d ago | |
| Cholecseg8k (videos 12, 20, 48, 55) | TP-SIS | mIoU71.03 | 3 | 4d ago |
