Interactive Surgical Segmentation on CholecSeg8k OOD (test)
99.4Success RateSCISSR (Adaptive)
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SCISSR (Adaptive)Dice threshold=0.752026.03 | 99.4 | 1.28 | 78.2 | 94.8 | 98 | 99.1 | 99.4 | |
| SCISSR (Adaptive)Dice threshold=0.852026.03 | 98 | 1.5 | 62.4 | 88.6 | 94.8 | 97.1 | 98 | |
| SCISSR (Adaptive)Dice threshold=0.902026.03 | 94 | 1.73 | 47.4 | 79.3 | 88.6 | 92.2 | 94 | |
| SAM2 Tiny (1pt/CC)Dice threshold=0.752026.03 | 79.9 | 1.37 | 61.8 | 72.5 | 77 | 79.1 | 79.9 | |
| SAM3 (1pt/CC)Dice threshold=0.752026.03 | 65.8 | 1.31 | 52.1 | 61.4 | 64 | 65.2 | 65.8 | |
| SAM2 Tiny (1pt/CC)Dice threshold=0.852026.03 | 64.8 | 1.51 | 44.8 | 56.2 | 61.1 | 63.7 | 64.8 | |
| SAM3 (1pt/CC)Dice threshold=0.852026.03 | 53.8 | 1.47 | 38.1 | 47.6 | 51.4 | 53 | 53.8 | |
| SAM2 Tiny (1pt/CC)Dice threshold=0.902026.03 | 49.8 | 1.61 | 32.9 | 41.3 | 46.2 | 48.6 | 49.8 | |
| SAM3 (1pt/CC)Dice threshold=0.902026.03 | 42.8 | 1.53 | 29.4 | 36.9 | 40.3 | 41.9 | 42.8 |