# Temporal Action Proposal Generation on THUMOS14 1.3 (test) Source: [Temporal Action Proposal Generation on THUMOS14 1.3 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:23:36.972Z Evaluation of Temporal Action Proposal Generation performance on the THUMOS14 1.3 test split, measured using Average Recall (AR) metrics across various proposal counts (e.g., AR@50 to AR@1000). 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 Proposal Generation | | Dataset (including any stated split) | THUMOS14 1.3 (test) | | Metric | AR@50 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [AR@50](): Higher is better; unit: PERCENT. - [AR@100](): Higher is better; unit: PERCENT. - [AR@200](): Higher is better; unit: PERCENT. - [AR@500](): Higher is better; unit: PERCENT. - [AR@1000](): Higher is better; unit: PERCENT. ## Recorded results | Method | AR@50 | Result date | Report paper | | --- | --- | --- | --- | | BSN++ | 42.44 | Not recorded | 68fa696c1e209131cea21eae | | DBG | 40.89 | Not recorded | 68fa66ac1e209131cea119c5 | | MGG | 39.93 | Not recorded | 68fa66ac1e209131cea119c5 | | MGG | 39.93 | Not recorded | 68fa696c1e209131cea21eae | | BMN | 39.36 | Not recorded | 68fa66ac1e209131cea119c5 | | BMN | 39.36 | Not recorded | 68fa696c1e209131cea21eae | | BSN | 37.46 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN | 37.46 | Not recorded | 68fa696c1e209131cea21eae | | DBG | 37.32 | Not recorded | 68fa66ac1e209131cea119c5 | | BMN | 37.15 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN | 35.41 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN++ | 34.88 | Not recorded | 68fa696c1e209131cea21eae | | BMN | 32.73 | Not recorded | 68fa66ac1e209131cea119c5 | | BMN | 32.73 | Not recorded | 68fa696c1e209131cea21eae | | DBG | 32.55 | Not recorded | 68fa66ac1e209131cea119c5 | | CTAP | 32.49 | Not recorded | 68fa66ac1e209131cea119c5 | | CTAP | 32.49 | Not recorded | 68fa696c1e209131cea21eae | | DBG | 30.55 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN | 29.58 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN | 29.58 | Not recorded | 68fa696c1e209131cea21eae | | MGG | 29.11 | Not recorded | 68fa66ac1e209131cea119c5 | | MGG | 29.11 | Not recorded | 68fa696c1e209131cea21eae | | BMN | 29.04 | Not recorded | 68fa66ac1e209131cea119c5 | | BSN | 27.19 | Not recorded | 68fa66ac1e209131cea119c5 | | TURN | 21.86 | Not recorded | 68fa66ac1e209131cea119c5 | | SST | 19.9 | Not recorded | 68fa66ac1e209131cea119c5 | | TURN | 19.63 | Not recorded | 68fa66ac1e209131cea119c5 | | TURN | 19.63 | Not recorded | 68fa696c1e209131cea21eae | | TAG | 18.55 | Not recorded | 68fa66ac1e209131cea119c5 | | SCNN-prop | 17.22 | Not recorded | 68fa66ac1e209131cea119c5 | ### BSN++ AR@50: 42.44. Result ID: 698da8158b517eb43322ec5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2-Stream","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### DBG AR@50: 40.89. Result ID: 698d00028b517eb4331e461a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"NMS"}. This record does not assert independent reproduction. ### MGG AR@50: 39.93. Result ID: 698d00028b517eb4331e4615. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2Stream"}. This record does not assert independent reproduction. ### MGG AR@50: 39.93. Result ID: 698da8158b517eb43322ec57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2-Stream"}. This record does not assert independent reproduction. ### BMN AR@50: 39.36. Result ID: 698d00028b517eb4331e4619. [Reporting paper]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BMN AR@50: 39.36. Result ID: 698da8158b517eb43322ec59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2-Stream","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### BSN AR@50: 37.46. Result ID: 698d00028b517eb4331e4617. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BSN AR@50: 37.46. Result ID: 698da8158b517eb43322ec58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2-Stream","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### DBG AR@50: 37.32. Result ID: 698d00028b517eb4331e461b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BMN AR@50: 37.15. Result ID: 698d00028b517eb4331e4618. [Reporting paper]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"NMS"}. This record does not assert independent reproduction. ### BSN AR@50: 35.41. Result ID: 698d00028b517eb4331e4616. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"2Stream","Post-processing":"NMS"}. This record does not assert independent reproduction. ### BSN++ AR@50: 34.88. Result ID: 698da8158b517eb43322ec55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### BMN AR@50: 32.73. Result ID: 698d00028b517eb4331e460f. [Reporting paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BMN AR@50: 32.73. Result ID: 698da8158b517eb43322ec54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### DBG AR@50: 32.55. Result ID: 698d00028b517eb4331e4610. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"NMS"}. This record does not assert independent reproduction. ### CTAP AR@50: 32.49. Result ID: 698d00028b517eb4331e4614. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2Stream"}. This record does not assert independent reproduction. ### CTAP AR@50: 32.49. Result ID: 698da8158b517eb43322ec56. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2-Stream"}. This record does not assert independent reproduction. ### DBG AR@50: 30.55. Result ID: 698d00028b517eb4331e4611. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BSN AR@50: 29.58. Result ID: 698d00028b517eb4331e460d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"SNMS"}. This record does not assert independent reproduction. ### BSN AR@50: 29.58. Result ID: 698da8158b517eb43322ec53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"Soft-NMS"}. This record does not assert independent reproduction. ### MGG AR@50: 29.11. Result ID: 698d00028b517eb4331e460b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. ### MGG AR@50: 29.11. Result ID: 698da8158b517eb43322ec52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. ### BMN AR@50: 29.04. Result ID: 698d00028b517eb4331e460e. [Reporting paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"NMS"}. This record does not assert independent reproduction. ### BSN AR@50: 27.19. Result ID: 698d00028b517eb4331e460c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Feature":"C3D","Post-processing":"NMS"}. This record does not assert independent reproduction. ### TURN AR@50: 21.86. Result ID: 698d00028b517eb4331e4613. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2Stream"}. This record does not assert independent reproduction. ### SST AR@50: 19.9. Result ID: 698d00028b517eb4331e4609. [Reporting paper]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. ### TURN AR@50: 19.63. Result ID: 698d00028b517eb4331e460a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. ### TURN AR@50: 19.63. Result ID: 698da8158b517eb43322ec51. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. ### TAG AR@50: 18.55. Result ID: 698d00028b517eb4331e4612. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"2Stream"}. This record does not assert independent reproduction. ### SCNN-prop AR@50: 17.22. Result ID: 698d00028b517eb4331e4608. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Feature":"C3D"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.