# Surgical Gesture Segmentation on JIGSAWS Kinematic suturing task Source: [Surgical Gesture Segmentation on JIGSAWS Kinematic suturing task]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:19.838Z Evaluation of Surgical Gesture Segmentation performance on the JIGSAWS Kinematic suturing task dataset, typically reporting Accuracy, Edit Distance, and F1 scores at various thresholds. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Surgical Gesture Segmentation | | Dataset (including any stated split) | JIGSAWS Kinematic suturing task | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. - [Edit Score](): Higher is better; unit: PERCENT. - [F1 Score @ 10](): Higher is better; unit: PERCENT. - [F1 Score @ 25](): Higher is better; unit: PERCENT. - [F1 Score @ 50](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LC-SC-CRF | 83.4 | Not recorded | 68fa647d1e209131cea04ce4 | | Bidir LSTM | 83.3 | Not recorded | 68fa647d1e209131cea04ce4 | | TCN\* | 82.57 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (full) | 82.07 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no trans) | 82.06 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no future) | 81.48 | Not recorded | 68fa647d1e209131cea04ce4 | | TCN | 79.6 | Not recorded | 68fa647d1e209131cea04ce4 | | SD-SDL | 78.6 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no tcn) | 32.9 | Not recorded | 68fa647d1e209131cea04ce4 | ### LC-SC-CRF Accuracy: 83.4. Result ID: 698c47e637894ef7d9cd3866. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Bidir LSTM Accuracy: 83.3. Result ID: 698c47e637894ef7d9cd3865. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TCN\* Accuracy: 82.57. Result ID: 698c47e637894ef7d9cd3868. [Reporting paper]() Recorded evaluation configuration: {"re-implemented":"true"}. This record does not assert independent reproduction. ### RL (full) Accuracy: 82.07. Result ID: 698c47e637894ef7d9cd386c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"full state"}. This record does not assert independent reproduction. ### RL (no trans) Accuracy: 82.06. Result ID: 698c47e637894ef7d9cd386b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"without transition probabilities"}. This record does not assert independent reproduction. ### RL (no future) Accuracy: 81.48. Result ID: 698c47e637894ef7d9cd386a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"without TCN features at future frames"}. This record does not assert independent reproduction. ### TCN Accuracy: 79.6. Result ID: 698c47e637894ef7d9cd3867. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SD-SDL Accuracy: 78.6. Result ID: 698c47e637894ef7d9cd3864. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RL (no tcn) Accuracy: 32.9. Result ID: 698c47e637894ef7d9cd3869. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"without TCN features"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.