Interactive Surgical Segmentation on EndoVis 2018
99Success RateSCISSR
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SCISSRInteraction protocol=Adaptive, Dice threshold=0.752026.03 | 99 | 1.37 | 70.2 | 92.9 | 97.3 | 98.5 | 99 | |
| SCISSRInteraction protocol=Adaptive, Dice threshold=0.852026.03 | 94.7 | 1.68 | 48.4 | 81.5 | 90.7 | 93.4 | 94.7 | |
| SCISSRInteraction protocol=Adaptive, Dice threshold=0.902026.03 | 87.7 | 1.98 | 33.3 | 66.9 | 79.2 | 85.2 | 87.7 | |
| SAM2 TinyInteraction protocol=1pt/CC, Dice threshold=0.752026.03 | 75.5 | 1.51 | 50.3 | 66.4 | 72.2 | 74.5 | 75.5 | |
| SAM3Interaction protocol=1pt/CC, Dice threshold=0.752026.03 | 71.6 | 1.44 | 51.9 | 64.2 | 68.4 | 70.4 | 71.6 | |
| SAM2 TinyInteraction protocol=1pt/CC, Dice threshold=0.852026.03 | 56.4 | 1.76 | 31.2 | 45.3 | 51.6 | 54.7 | 56.4 | |
| SAM3Interaction protocol=1pt/CC, Dice threshold=0.852026.03 | 52.9 | 1.75 | 30.1 | 42.2 | 48.4 | 51.2 | 52.9 | |
| SAM2 TinyInteraction protocol=1pt/CC, Dice threshold=0.902026.03 | 40.9 | 1.89 | 19.5 | 31.2 | 36.9 | 39.4 | 40.9 | |
| SAM3Interaction protocol=1pt/CC, Dice threshold=0.902026.03 | 39.7 | 2.04 | 17.6 | 27.8 | 34.2 | 37.8 | 39.7 |