Cholecseg
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | CholecSeg8k | DSC0.8187 | 26 | |
| Surgical Scene Segmentation | CholecSeg 8k (OOD) | mIoU93.22 | 19 | |
| Instrument Segmentation | CholecSeg8k M2CAI-Seg (last episode) | Gr IoU80.88 | 17 | |
| Surgical Instrument Segmentation | Cholecseg8k (videos 12, 20, 48, 55) | mIoU71.03 | 3 |
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