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ResearchFormerly WizWand

Surgical Scene Segmentation on EndoVis 2018

91.6mIoUSCISSR (Contour)
38.331252.160665.9979.8194Mar 19, 2026
Updated 7mo ago

Evaluation results

MethodLinks
SCISSR (Contour)Refinement Rounds=R42026.0391.695.41
SCISSR (Wave)Refinement Rounds=R42026.0390.3694.39
SCISSR (Adaptive)Refinement Rounds=R42026.0390.1894.61
SCISSR (Contour)Refinement Rounds=R22026.0390.0394.51
SCISSR (Wave)Refinement Rounds=R22026.0388.6993.72
SCISSR (Adaptive)Refinement Rounds=R22026.0388.3293.49
SCISSR (Centerline)Refinement Rounds=R42026.0386.5592.3
SCISSR (Centerline)Refinement Rounds=R22026.0385.3191.58
TAFPNetRefinement Rounds=R02026.0382.689.9
SCISSR (Contour)Refinement Rounds=R02026.0379.4287.63
SCISSR (Adaptive)Refinement Rounds=R02026.0375.7285.18
SCISSR (Centerline)Refinement Rounds=R02026.0374.1684.13
SCISSR (Wave)Refinement Rounds=R02026.0373.5583.66
SAM2 Tiny (10pt/ch)Refinement Rounds=R22026.0371.1780.39
SAM 3 (BBox)Refinement Rounds=R02026.0369.1377.97
LSKA-NetRefinement Rounds=R02026.0366.275.3
SegNeXtRefinement Rounds=R02026.0364.372.5
SAM 2 Tiny (BBox)Refinement Rounds=R02026.0364.1173.23
STSwin-CLRefinement Rounds=R02026.0363.672
HRNetRefinement Rounds=R02026.0363.371.8
SAM2 Tiny (10pt/ch)Refinement Rounds=R42026.0363.1572.08
SegFormerRefinement Rounds=R02026.036371.9
SAM2 Tiny (1pt/CC)Refinement Rounds=R22026.0362.7373.77
SAM3 (10pt/ch)Refinement Rounds=R22026.0362.5272.59
SAM2 Tiny (10pt/ch)Refinement Rounds=R02026.0362.0973.93
SAM3 (1pt/CC)Refinement Rounds=R22026.0359.770.36
SAM3 (10pt/ch)Refinement Rounds=R02026.0358.6971.09
UPerNetRefinement Rounds=R02026.0358.466.8
SAM3 (1pt/CC)Refinement Rounds=R02026.0357.2969.18
SAM2 Tiny (1pt/CC)Refinement Rounds=R02026.0356.4768.31
SAM2 Tiny (1pt/CC)Refinement Rounds=R42026.0355.8366.73
SAM3 (1pt/CC)Refinement Rounds=R42026.0351.3260.24
U-NetRefinement Rounds=R02026.0350.761.5
MedSAM2 (BBox)Refinement Rounds=R02026.0345.8754.54
SAM3 (10pt/ch)Refinement Rounds=R42026.0340.3847.95