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Surgical Skill Assessment (Knot Tying) on JIGSAWS (4-Fold split)
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0.91
Spearman's Correlation Coefficient (SSC)
SurgFusion-Net
0.7748
0.8099
0.845
0.8801
Feb 18, 2026
Spearman's Correlation Coefficient (SSC)
Mean Absolute Error (MAE)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Spearman's Correlation Coefficient (SSC)
Mean Absolute Error (MAE)
SurgFusion-Net
Input Modality=V+F+M
2026.02
0.91
2.3
CoRe + PECoP
Input Modality=V
2026.02
0.88
-
Contra-Sformer
Input Modality=V
2026.02
0.87
2.1
MAQA
Input Modality=V+F+M
2026.02
0.87
2.47
CoRe + GART
Input Modality=V
2026.02
0.86
-
ViSA
Input Modality=V
2026.02
0.84
2.6
AIM
Input Modality=V+K
2026.02
0.82
-
MultiPath-VTPE
Input Modality=V+K
2026.02
0.82
-
MultiPath-VTP
Input Modality=V+K
2026.02
0.78
-
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