Surgical Gesture Segmentation on JIGSAWS Video suturing task
81.71AccuracyTCN*
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TCN*re-implemented=true2018.06 | 81.71 | 86.63 | 91 | 89.5 | 82 | |
| RL (full)state_design=full state2018.06 | 81.43 | 87.96 | 92 | 90.5 | 82.2 | |
| TCN2018.06 | 81.4 | 83.1 | — | — | — | |
| RL (no trans)state_design=without transition probabilities2018.06 | 81.32 | 87.3 | 91.5 | 90.1 | 81.8 | |
| RL (no future)state_design=without TCN features at future frames2018.06 | 80.84 | 81.58 | 87.5 | 85.6 | 77.4 | |
| Seg-ST-CNN2018.06 | 74.7 | 66.6 | — | — | — | |
| RL (no tcn)state_design=without TCN features2018.06 | 32.35 | 15.04 | 13.1 | 6.1 | 3.4 |