# Generic Event Boundary Detection on Kinetics-GEBD 1.0 (val) Source: [Generic Event Boundary Detection on Kinetics-GEBD 1.0 (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:54.410Z Evaluation of Generic Event Boundary Detection performance on the validation split of the Kinetics-GEBD 1.0 dataset, typically measured using F1 scores at specific 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 | Generic Event Boundary Detection | | Dataset (including any stated split) | Kinetics-GEBD 1.0 (val) | | Metric | F1 @ 0.05 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [F1 @ 0.05](): Higher is better; unit: PERCENT. - [Average F1](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 @ 0.05 | Result date | Report paper | | --- | --- | --- | --- | | SBoCo | 78.7 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | SBoCo | 73.2 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | UBoCo | 70.3 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | UBoCo | 70.2 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | PC | 62.5 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | TCN | 58.8 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | BMN-StartEnd | 49.1 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | TCN-TAPOS | 46.4 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | PA | 39.6 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | PA-Random | 33.6 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | SceneDetect | 27.5 | Not recorded | 68fa6b4d1e209131cea2d6c6 | | BMN | 18.6 | Not recorded | 68fa6b4d1e209131cea2d6c6 | ### SBoCo F1 @ 0.05: 78.7. Result ID: 698e7b46ffc3901de09df4a7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Backbone":"TSN"}. This record does not assert independent reproduction. ### SBoCo F1 @ 0.05: 73.2. Result ID: 698e7b46ffc3901de09df4a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Supervised","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### UBoCo F1 @ 0.05: 70.3. Result ID: 698e7b46ffc3901de09df49f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Unsupervised","Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### UBoCo F1 @ 0.05: 70.2. Result ID: 698e7b46ffc3901de09df4a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Supervision":"Unsupervised","Backbone":"TSN"}. This record does not assert independent reproduction. ### PC F1 @ 0.05: 62.5. Result ID: 698e7b46ffc3901de09df4a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### TCN F1 @ 0.05: 58.8. Result ID: 698e7b46ffc3901de09df4a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### BMN-StartEnd F1 @ 0.05: 49.1. Result ID: 698e7b46ffc3901de09df4a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### TCN-TAPOS F1 @ 0.05: 46.4. Result ID: 698e7b46ffc3901de09df4a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### PA F1 @ 0.05: 39.6. Result ID: 698e7b46ffc3901de09df49e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### PA-Random F1 @ 0.05: 33.6. Result ID: 698e7b46ffc3901de09df49d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### SceneDetect F1 @ 0.05: 27.5. Result ID: 698e7b46ffc3901de09df49c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### BMN F1 @ 0.05: 18.6. Result ID: 698e7b46ffc3901de09df4a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.