Surgical Instrument Segmentation on EndoVis 2018
64.4Challenge IoUMA-SAM2
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MA-SAM2zero-shot evaluation=true2025.07 | 64.4 | 64.4 | 62.13 | 56.93 | 44.91 | 66.73 | 36.82 | 37.65 | 75.35 | 74.51 | |
| SAM2zero-shot evaluation=true2025.07 | 60.04 | 60.04 | 58.4 | 54.44 | 35.11 | 70.91 | 27.58 | 35.24 | 70.59 | 74.32 | |
| Surgical SAM2zero-shot evaluation=true2025.07 | 56.53 | 56.53 | 55.39 | 46.71 | 37.46 | 73.14 | 37.87 | 30.67 | 72.1 | 55.04 | |
| PerSAMzero-shot evaluation=true2025.07 | 49.21 | 49.21 | 34.55 | 51.26 | 34.4 | 46.75 | 16.45 | 15.07 | 52.28 | 25.62 | |
| TrackAnythingzero-shot evaluation=true, Prompts=1 Point2025.07 | 40.36 | 38.38 | 20.62 | 30.2 | 12.87 | 24.46 | 9.17 | 0.19 | 55.03 | 12.41 |