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Benchmarks
Surgical Gesture Segmentation on JIGSAWS Video suturing task
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81.71
Accuracy
TCN*
30.3756
43.7028
57.03
70.3572
Jun 21, 2018
Accuracy
Edit Distance
F1 Score @ 10
F1 Score @ 25
F1 Score @ 50
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Edit Distance
F1 Score @ 10
F1 Score @ 25
F1 Score @ 50
TCN*
re-implemented=true
2018.06
81.71
86.63
91
89.5
82
RL (full)
state_design=full state
2018.06
81.43
87.96
92
90.5
82.2
TCN
2018.06
81.4
83.1
-
-
-
RL (no trans)
state_design=without t...
2018.06
81.32
87.3
91.5
90.1
81.8
RL (no future)
state_design=without T...
2018.06
80.84
81.58
87.5
85.6
77.4
Seg-ST-CNN
2018.06
74.7
66.6
-
-
-
RL (no tcn)
state_design=without T...
2018.06
32.35
15.04
13.1
6.1
3.4
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