# Spatio-temporal Action Localization on AVA-Kinetics v1.0 (test) Source: [Spatio-temporal Action Localization on AVA-Kinetics v1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:10:01.785Z Evaluation of Spatio-temporal Action Localization performance on the test split of the AVA-Kinetics v1.0 dataset, typically measured using mAP variants. 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 | Spatio-temporal Action Localization | | Dataset (including any stated split) | AVA-Kinetics v1.0 (test) | | Metric | mAP@0.5 (AVA+Kinetics) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 1 of 1 | | 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 - [mAP@0.5 (AVA+Kinetics)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@0.5 (AVA+Kinetics) | Result date | Report paper | | --- | --- | --- | --- | | ensemble | 40.67 | Not recorded | 68fa6a2d1e209131cea26a26 | ### ensemble mAP@0.5 (AVA+Kinetics): 40.67. Result ID: 698e1e12ffc3901de09aece5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"pretrain":"mixed","head":"mixed"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.