# Action & Motion Recognition on DREAM-1K Source: [Action & Motion Recognition on DREAM-1K]() Collection index: [llms.txt]() Data updated: 2026-03-13T06:58:00.066Z Evaluation of Action and Motion Recognition performance using the DREAM-1K dataset, measured by F1 score. 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 & Motion Recognition | | Dataset (including any stated split) | DREAM-1K | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | DeepSport | 30.5 | Not recorded | 691bfe116750be83fe5cec65 | | Qwen2.5-VL-7B-Instruct | 26 | Not recorded | 691bfe116750be83fe5cec65 | ### DeepSport F1 Score: 30.5. Result ID: 69b3b4aa47f34ce9249d1f4c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frames":"8.0"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B-Instruct F1 Score: 26. Result ID: 69b3b4aa47f34ce9249d1f4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Frames":"16.0"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.