Surgical Scene Segmentation on CholecSeg 8k (OOD)
93.22mIoUSCISSR (Contour)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCISSR (Contour)Refinement Rounds=R22026.03 | 93.22 | 96.3 | |
| SCISSR (Adaptive)Refinement Rounds=R22026.03 | 92.3 | 95.82 | |
| SCISSR (Wave)Refinement Rounds=R22026.03 | 92.04 | 95.67 | |
| SCISSR (Centerline)Refinement Rounds=R22026.03 | 90.8 | 94.88 | |
| SCISSR (Contour)Refinement Rounds=R02026.03 | 84.25 | 90.75 | |
| SCISSR (Adaptive)Refinement Rounds=R02026.03 | 83.42 | 90.24 | |
| SCISSR (Centerline)Refinement Rounds=R02026.03 | 83 | 90 | |
| SCISSR (Wave)Refinement Rounds=R02026.03 | 82.49 | 89.57 | |
| SAM 3 (BBox)Refinement Rounds=R02026.03 | 77.85 | 85.78 | |
| MedSAM2 (BBox)Refinement Rounds=R02026.03 | 76.74 | 82.69 | |
| SAM 2 Tiny (BBox)Refinement Rounds=R02026.03 | 76.22 | 84.62 | |
| SAM2 Tiny (10pt/ch)Refinement Rounds=R22026.03 | 75.02 | 83.18 | |
| SAM3 (10pt/ch)Refinement Rounds=R22026.03 | 68.86 | 78.69 | |
| SAM2 Tiny (10pt/ch)Refinement Rounds=R02026.03 | 67.65 | 77.84 | |
| SAM2 Tiny (1pt/CC)Refinement Rounds=R02026.03 | 62.18 | 72.3 | |
| SAM2 Tiny (1pt/CC)Refinement Rounds=R22026.03 | 62.18 | 73.44 | |
| SAM3 (10pt/ch)Refinement Rounds=R02026.03 | 57.36 | 69.23 | |
| SAM3 (1pt/CC)Refinement Rounds=R02026.03 | 56.74 | 67.24 | |
| SAM3 (1pt/CC)Refinement Rounds=R22026.03 | 52.62 | 61.69 |