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Benchmarks
Surgical Skill Assessment on RAH-skill (4-fold cross-validation)
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0.8294
SCC
SurgFusion-Net
0.559104
0.629277
0.69945
0.769623
Feb 18, 2026
SCC
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
SCC
MAE
SurgFusion-Net
Input Modality=V+F+M
2026.02
0.8294
1.8182
MAQA
Input Modality=V+F+M
2026.02
0.7756
1.9645
CoRe + PECoP
Input Modality=V
2026.02
0.6658
2.8975
CoRe + GART
Input Modality=V
2026.02
0.5893
2.9434
ViSA
Input Modality=V
2026.02
0.5856
2.6852
Contra-Sformer
Input Modality=V
2026.02
0.5695
2.5428
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