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Surgical Skill Assessment on JIGSAWS Suturing (LOSO)
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0.898
Correlation (rho)
CNN-V
0.54648
0.63774
0.729
0.82026
Apr 22, 2024
Aug 5, 2024
Nov 19, 2024
Mar 5, 2025
Jun 19, 2025
Oct 3, 2025
Jan 17, 2026
Correlation (rho)
RMSE
Updated 4d ago
Evaluation Results
Method
Method
Links
Correlation (rho)
RMSE
CNN-V
Modality=Vision, Archi...
2026.01
0.898
0.431
CNN-LSTM-V
Modality=Vision, Archi...
2026.01
0.861
0.516
DualLSTM-F
Modality=Fusion, Archi...
2026.01
0.857
0.522
Transformer-V
Modality=Vision, Archi...
2026.01
0.821
0.592
DualTransformer-F
Modality=Fusion, Archi...
2026.01
0.808
0.606
LSTM-K
Modality=Kinematic, Ar...
2026.01
0.642
0.887
ReCAP
Evaluation Scheme=LOSO
2024.04
0.62
-
FCN
Evaluation Scheme=LOSO
2024.04
0.6
-
Apen
Evaluation Scheme=LOSO
2024.04
0.59
-
Transformer-K
Modality=Kinematic, Ar...
2026.01
0.56
0.85
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