| Paper | Code | DSC | mIoU | FPS | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy | 0.8495 | 0.7943 | 185.54 | ColonsegNet | 2021-07-05 | |
| Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy | 0.8739 | 0.8183 | 101.36 | DDANet | 2021-07-05 | |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | ✓ Link | 92.9 | 86.6 | AdapterSIS | 2024-05-08 | |
| SegMatch: A semi-supervised learning method for surgical instrument segmentation | 93.7 | SegMatch | 2023-08-09 |