# Action Classification on SoccerNet (test) Source: [Action Classification on SoccerNet (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:23.983Z Evaluation of Action Classification performance on the test split of the SoccerNet dataset, measured using mAP. 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 | Action Classification | | Dataset (including any stated split) | SoccerNet (test) | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | Audio + Video NetVLAD | 75.2 | Not recorded | 68fa68bd1e209131cea1df15 | | Audio + Video NetVLAD | 75 | Not recorded | 68fa68bd1e209131cea1df15 | | Video-based NetVLAD baseline | 67.5 | Not recorded | 68fa68bd1e209131cea1df15 | | Video-based NetVLAD baseline | 56.6 | Not recorded | 68fa68bd1e209131cea1df15 | | Audio-based NetVLAD baseline | 46.8 | Not recorded | 68fa68bd1e209131cea1df15 | | Audio-based NetVLAD baseline | 35.9 | Not recorded | 68fa68bd1e209131cea1df15 | ### Audio + Video NetVLAD mAP: 75.2. Result ID: 698d81938b517eb433220700. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Audio + Video","Video chunk duration (T)":"60 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. ### Audio + Video NetVLAD mAP: 75. Result ID: 698d81938b517eb433220701. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Modality":"Audio + Video","Video chunk duration (T)":"20 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. ### Video-based NetVLAD baseline mAP: 67.5. Result ID: 698d81938b517eb4332206fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Video","Video chunk duration (T)":"60 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. ### Video-based NetVLAD baseline mAP: 56.6. Result ID: 698d81938b517eb4332206fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Video","Video chunk duration (T)":"20 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. ### Audio-based NetVLAD baseline mAP: 46.8. Result ID: 698d81938b517eb4332206fe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Audio","Video chunk duration (T)":"60 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. ### Audio-based NetVLAD baseline mAP: 35.9. Result ID: 698d81938b517eb4332206ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Modality":"Audio","Video chunk duration (T)":"20 sec.","Pooling layer":"NetVLAD","Number of clusters (k)":"512"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.