Surgical Gesture Segmentation on JIGSAWS Kinematic suturing task
83.4AccuracyLC-SC-CRF
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LC-SC-CRF2018.06 | 83.4 | 76.8 | — | — | — | |
| Bidir LSTM2018.06 | 83.3 | 81.1 | — | — | — | |
| TCN*re-implemented=true2018.06 | 82.57 | 86.58 | 90.5 | 89.3 | 82.4 | |
| RL (full)state_design=full state2018.06 | 82.07 | 87.86 | 91.1 | 89.5 | 82.3 | |
| RL (no trans)state_design=without transition probabilities2018.06 | 82.06 | 87.12 | 90.7 | 89.1 | 81.8 | |
| RL (no future)state_design=without TCN features at future frames2018.06 | 81.48 | 81.07 | 86.5 | 84.6 | 77.4 | |
| TCN2018.06 | 79.6 | 85.8 | — | — | — | |
| SD-SDL2018.06 | 78.6 | 83.3 | — | — | — | |
| RL (no tcn)state_design=without TCN features2018.06 | 32.9 | 17.21 | 14.8 | 7.5 | 4.6 |