Surgical Scene Segmentation on EndoVis 2018
91.6mIoUSCISSR (Contour)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SCISSR (Contour)Refinement Rounds=R42026.03 | 91.6 | 95.41 | |
| SCISSR (Wave)Refinement Rounds=R42026.03 | 90.36 | 94.39 | |
| SCISSR (Adaptive)Refinement Rounds=R42026.03 | 90.18 | 94.61 | |
| SCISSR (Contour)Refinement Rounds=R22026.03 | 90.03 | 94.51 | |
| SCISSR (Wave)Refinement Rounds=R22026.03 | 88.69 | 93.72 | |
| SCISSR (Adaptive)Refinement Rounds=R22026.03 | 88.32 | 93.49 | |
| SCISSR (Centerline)Refinement Rounds=R42026.03 | 86.55 | 92.3 | |
| SCISSR (Centerline)Refinement Rounds=R22026.03 | 85.31 | 91.58 | |
| TAFPNetRefinement Rounds=R02026.03 | 82.6 | 89.9 | |
| SCISSR (Contour)Refinement Rounds=R02026.03 | 79.42 | 87.63 | |
| SCISSR (Adaptive)Refinement Rounds=R02026.03 | 75.72 | 85.18 | |
| SCISSR (Centerline)Refinement Rounds=R02026.03 | 74.16 | 84.13 | |
| SCISSR (Wave)Refinement Rounds=R02026.03 | 73.55 | 83.66 | |
| SAM2 Tiny (10pt/ch)Refinement Rounds=R22026.03 | 71.17 | 80.39 | |
| SAM 3 (BBox)Refinement Rounds=R02026.03 | 69.13 | 77.97 | |
| LSKA-NetRefinement Rounds=R02026.03 | 66.2 | 75.3 | |
| SegNeXtRefinement Rounds=R02026.03 | 64.3 | 72.5 | |
| SAM 2 Tiny (BBox)Refinement Rounds=R02026.03 | 64.11 | 73.23 | |
| STSwin-CLRefinement Rounds=R02026.03 | 63.6 | 72 | |
| HRNetRefinement Rounds=R02026.03 | 63.3 | 71.8 | |
| SAM2 Tiny (10pt/ch)Refinement Rounds=R42026.03 | 63.15 | 72.08 | |
| SegFormerRefinement Rounds=R02026.03 | 63 | 71.9 | |
| SAM2 Tiny (1pt/CC)Refinement Rounds=R22026.03 | 62.73 | 73.77 | |
| SAM3 (10pt/ch)Refinement Rounds=R22026.03 | 62.52 | 72.59 | |
| SAM2 Tiny (10pt/ch)Refinement Rounds=R02026.03 | 62.09 | 73.93 | |
| SAM3 (1pt/CC)Refinement Rounds=R22026.03 | 59.7 | 70.36 | |
| SAM3 (10pt/ch)Refinement Rounds=R02026.03 | 58.69 | 71.09 | |
| UPerNetRefinement Rounds=R02026.03 | 58.4 | 66.8 | |
| SAM3 (1pt/CC)Refinement Rounds=R02026.03 | 57.29 | 69.18 | |
| SAM2 Tiny (1pt/CC)Refinement Rounds=R02026.03 | 56.47 | 68.31 | |
| SAM2 Tiny (1pt/CC)Refinement Rounds=R42026.03 | 55.83 | 66.73 | |
| SAM3 (1pt/CC)Refinement Rounds=R42026.03 | 51.32 | 60.24 | |
| U-NetRefinement Rounds=R02026.03 | 50.7 | 61.5 | |
| MedSAM2 (BBox)Refinement Rounds=R02026.03 | 45.87 | 54.54 | |
| SAM3 (10pt/ch)Refinement Rounds=R42026.03 | 40.38 | 47.95 |