# Spatio-temporal common action localization on Common-UCF reorganized UCF101-24 (test) Source: [Spatio-temporal common action localization on Common-UCF reorganized UCF101-24 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:32.881Z Evaluation of spatio-temporal common action localization performance on the test split of the Common-UCF reorganized UCF101-24 dataset, measured using frame-mAP and video-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 | Spatio-temporal common action localization | | Dataset (including any stated split) | Common-UCF reorganized UCF101-24 (test) | | Metric | Frame mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 - [Frame mAP](): Higher is better; unit: PERCENT. - [Video mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Frame mAP | Result date | Report paper | | --- | --- | --- | --- | | Few-Shot Transformer | 66.7 | Not recorded | 68fa69ad1e209131cea234e2 | | Few-Shot Transformer | 64.3 | Not recorded | 68fa69ad1e209131cea234e2 | | Feng et al. | 61.3 | Not recorded | 68fa69ad1e209131cea234e2 | | Feng et al. | 59.4 | Not recorded | 68fa69ad1e209131cea234e2 | | Kang et al. | 56.2 | Not recorded | 68fa69ad1e209131cea234e2 | | Hu et al. | 54.9 | Not recorded | 68fa69ad1e209131cea234e2 | | Kang et al. | 54.6 | Not recorded | 68fa69ad1e209131cea234e2 | | Hu et al. | 52.6 | Not recorded | 68fa69ad1e209131cea234e2 | ### Few-Shot Transformer Frame mAP: 66.7. Result ID: 698dcf3e8b517eb43323dfa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"shots":5}. This record does not assert independent reproduction. ### Few-Shot Transformer Frame mAP: 64.3. Result ID: 698dcf3e8b517eb43323dfa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"shots":1}. This record does not assert independent reproduction. ### Feng et al. Frame mAP: 61.3. Result ID: 698dcf3e8b517eb43323dfa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"shots":5}. This record does not assert independent reproduction. ### Feng et al. Frame mAP: 59.4. Result ID: 698dcf3e8b517eb43323dfa4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"shots":1}. This record does not assert independent reproduction. ### Kang et al. Frame mAP: 56.2. Result ID: 698dcf3e8b517eb43323dfa3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"shots":5}. This record does not assert independent reproduction. ### Hu et al. Frame mAP: 54.9. Result ID: 698dcf3e8b517eb43323dfa1. [Reporting paper]() Recorded evaluation configuration: {"shots":5}. This record does not assert independent reproduction. ### Kang et al. Frame mAP: 54.6. Result ID: 698dcf3e8b517eb43323dfa2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"shots":1}. This record does not assert independent reproduction. ### Hu et al. Frame mAP: 52.6. Result ID: 698dcf3e8b517eb43323dfa0. [Reporting paper]() Recorded evaluation configuration: {"shots":1}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.