# Temporal Action Segmentation on TCG-15 Source: [Temporal Action Segmentation on TCG-15]() Collection index: [llms.txt]() Data updated: 2026-03-26T15:35:50.524Z Evaluation of Temporal Action Segmentation performance on the TCG-15 dataset, reporting Accuracy, Edit distance, and F1 scores at 10%, 25%, and 50% 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 | Temporal Action Segmentation | | Dataset (including any stated split) | TCG-15 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 25 of 25 | | 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% Threshold](): Higher is better; unit: PERCENT. - [F1 Score @ 25% Threshold](): Higher is better; unit: PERCENT. - [F1 Score @ 50% Threshold](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LaDy | 89.3 | Not recorded | 69c4bdb40636e5bf4afc7745 | | Spectral Scalpel | 89 | Not recorded | 69c4bdb60636e5bf4afc776a | | LPL | 88.8 | Not recorded | 69c4bdb60636e5bf4afc776a | | LPL | 88.8 | Not recorded | 69c4bdb40636e5bf4afc7745 | | ME-ST | 88.7 | Not recorded | 69c4bdb60636e5bf4afc776a | | LaSA | 88.7 | Not recorded | 69c4bdb60636e5bf4afc776a | | ME-ST | 88.7 | Not recorded | 69c4bdb40636e5bf4afc7745 | | LaSA | 88.7 | Not recorded | 69c4bdb40636e5bf4afc7745 | | MSTAS | 88.3 | Not recorded | 69c4bdb40636e5bf4afc7745 | | DeST-Former | 88.1 | Not recorded | 69c4bdb60636e5bf4afc776a | | DeST-Former | 88.1 | Not recorded | 69c4bdb40636e5bf4afc7745 | | SCSAS | 87.4 | Not recorded | 69c4bdb40636e5bf4afc7745 | | DeST-TCN | 87.1 | Not recorded | 69c4bdb60636e5bf4afc776a | | DeST-TCN | 87.1 | Not recorded | 69c4bdb40636e5bf4afc7745 | | LTContext | 86.9 | Not recorded | 69c4bdb60636e5bf4afc776a | | MS-GCN | 86.6 | Not recorded | 69c4bdb60636e5bf4afc776a | | MS-GCN | 86.6 | Not recorded | 69c4bdb40636e5bf4afc7745 | | MS-TCN++ | 86 | Not recorded | 69c4bdb60636e5bf4afc776a | | MTST-GCN | 85.9 | Not recorded | 69c4bdb60636e5bf4afc776a | | MS-TCN | 85.5 | Not recorded | 69c4bdb60636e5bf4afc776a | | MS-TCN | 85.5 | Not recorded | 69c4bdb40636e5bf4afc7745 | | ASRF | 83.9 | Not recorded | 69c4bdb60636e5bf4afc776a | | ASRF | 83.9 | Not recorded | 69c4bdb40636e5bf4afc7745 | | ASFormer | 82.3 | Not recorded | 69c4bdb60636e5bf4afc776a | | ASFormer | 82.3 | Not recorded | 69c4bdb40636e5bf4afc7745 | ### LaDy Accuracy: 89.3. Result ID: 69c5524a47f34ce924af9a46. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Spectral Scalpel Accuracy: 89. Result ID: 69c542ce47f34ce924af2c5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### LPL Accuracy: 88.8. Result ID: 69c542ce47f34ce924af2c5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### LPL Accuracy: 88.8. Result ID: 69c5524a47f34ce924af9a45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ME-ST Accuracy: 88.7. Result ID: 69c542ce47f34ce924af2c59. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### LaSA Accuracy: 88.7. Result ID: 69c542ce47f34ce924af2c5a. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### ME-ST Accuracy: 88.7. Result ID: 69c5524a47f34ce924af9a43. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LaSA Accuracy: 88.7. Result ID: 69c5524a47f34ce924af9a44. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSTAS Accuracy: 88.3. Result ID: 69c5524a47f34ce924af9a41. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeST-Former Accuracy: 88.1. Result ID: 69c542ce47f34ce924af2c58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### DeST-Former Accuracy: 88.1. Result ID: 69c5524a47f34ce924af9a40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SCSAS Accuracy: 87.4. Result ID: 69c5524a47f34ce924af9a42. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DeST-TCN Accuracy: 87.1. Result ID: 69c542ce47f34ce924af2c57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### DeST-TCN Accuracy: 87.1. Result ID: 69c5524a47f34ce924af9a3f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LTContext Accuracy: 86.9. Result ID: 69c542ce47f34ce924af2c54. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"VTAS"}. This record does not assert independent reproduction. ### MS-GCN Accuracy: 86.6. Result ID: 69c542ce47f34ce924af2c55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### MS-GCN Accuracy: 86.6. Result ID: 69c5524a47f34ce924af9a3e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS-TCN++ Accuracy: 86. Result ID: 69c542ce47f34ce924af2c51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"VTAS"}. This record does not assert independent reproduction. ### MTST-GCN Accuracy: 85.9. Result ID: 69c542ce47f34ce924af2c56. [Reporting paper]() Recorded evaluation configuration: {"Method Category":"STAS"}. This record does not assert independent reproduction. ### MS-TCN Accuracy: 85.5. Result ID: 69c542ce47f34ce924af2c50. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method Category":"VTAS"}. This record does not assert independent reproduction. ### MS-TCN Accuracy: 85.5. Result ID: 69c5524a47f34ce924af9a3b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ASRF Accuracy: 83.9. Result ID: 69c542ce47f34ce924af2c53. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"VTAS"}. This record does not assert independent reproduction. ### ASRF Accuracy: 83.9. Result ID: 69c5524a47f34ce924af9a3d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ASFormer Accuracy: 82.3. Result ID: 69c542ce47f34ce924af2c52. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method Category":"VTAS"}. This record does not assert independent reproduction. ### ASFormer Accuracy: 82.3. Result ID: 69c5524a47f34ce924af9a3c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.