JIGSAWS
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
JIGSAWS Suturing (LOUO)
0.843Correlation Coefficient (rho)
7
JIGSAWS Suturing task
81.67Accuracy
7
JIGSAWS Video suturing task
81.71Accuracy
7
JIGSAWS Suturing (independent)
0.86SCC
6
JIGSAWS Needle Passing (independent)
0.93SCC
6
JIGSAWS Knot Tying (independent)
0.92SCC
6
JIGSAWS Needle-Passing (LOUO)
74.77Per-frame Accuracy
6
JIGSAWS Needle-Passing (LOSO)
75.19Per-frame Acc
6
JIGSAWS Across Tasks (LOSO)
0.61Spearman's Rho (OSATS)
4
JIGSAWS Knot Tying
99.9Micro Accuracy
4
JIGSAWS Needle Passing
100Micro Accuracy
4
JIGSAWS Suturing
100Micro Accuracy
4
JIGSAWS Knot Tying (KT) (LOSO)
92RT Score
3
JIGSAWS Knot Typing
86.5Accuracy
3
JIGSAWS (Leave-one-user-out)
80.3Accuracy
3
JIGSAWS Across Tasks (AT)
56Respect for Tissue (RT)
1