# Surgical Gesture Segmentation on JIGSAWS Video suturing task Source: [Surgical Gesture Segmentation on JIGSAWS Video suturing task]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:27:19.819Z Evaluation of Surgical Gesture Segmentation performance on the JIGSAWS Video suturing task dataset, typically measured using Accuracy, Edit Distance, and F1 scores at various thresholds (F1@10, F1@25, F1@50). 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 Video suturing task | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 Distance](): Lower is better; unit: SCALAR. - [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 | | --- | --- | --- | --- | | TCN\* | 81.71 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (full) | 81.43 | Not recorded | 68fa647d1e209131cea04ce4 | | TCN | 81.4 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no trans) | 81.32 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no future) | 80.84 | Not recorded | 68fa647d1e209131cea04ce4 | | Seg-ST-CNN | 74.7 | Not recorded | 68fa647d1e209131cea04ce4 | | RL (no tcn) | 32.35 | Not recorded | 68fa647d1e209131cea04ce4 | ### TCN\* Accuracy: 81.71. Result ID: 698c47e637894ef7d9cd385f. [Reporting paper]() Recorded evaluation configuration: {"re-implemented":"true"}. This record does not assert independent reproduction. ### RL (full) Accuracy: 81.43. Result ID: 698c47e637894ef7d9cd3863. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"full state"}. This record does not assert independent reproduction. ### TCN Accuracy: 81.4. Result ID: 698c47e637894ef7d9cd385e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RL (no trans) Accuracy: 81.32. Result ID: 698c47e637894ef7d9cd3862. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"without transition probabilities"}. This record does not assert independent reproduction. ### RL (no future) Accuracy: 80.84. Result ID: 698c47e637894ef7d9cd3861. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"state\_design":"without TCN features at future frames"}. This record does not assert independent reproduction. ### Seg-ST-CNN Accuracy: 74.7. Result ID: 698c47e637894ef7d9cd385d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RL (no tcn) Accuracy: 32.35. Result ID: 698c47e637894ef7d9cd3860. [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.