# Action Recognition on UCF -\> PA-HMDB (test) Source: [Action Recognition on UCF -\> PA-HMDB (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:38.562Z Evaluation of video action recognition performance using the test split involving the UCF and PA-HMDB datasets. 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 Recognition | | Dataset (including any stated split) | UCF -\> PA-HMDB (test) | | Metric | Top-1 Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Top-1 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | Raw data | 43.6 | Not recorded | 68fa6c161e209131cea320da | | SPAct | 42.8 | Not recorded | 68fa6c161e209131cea320da | | Obf-WeakBlur | 41.7 | Not recorded | 68fa6c161e209131cea320da | | Noisy Features | 41.5 | Not recorded | 68fa6c161e209131cea320da | | Supervised | 40.6 | Not recorded | 68fa6c161e209131cea320da | | Obf-StrongBlur | 36.4 | Not recorded | 68fa6c161e209131cea320da | | Downsample-2x | 36.1 | Not recorded | 68fa6c161e209131cea320da | | Obf-Blackening | 34.2 | Not recorded | 68fa6c161e209131cea320da | | Downsample-4x | 25.8 | Not recorded | 68fa6c161e209131cea320da | ### Raw data Top-1 Acc: 43.6. Result ID: 698ecd3cffc3901de0a16155. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SPAct Top-1 Acc: 42.8. Result ID: 698ecd3cffc3901de0a1615d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Obf-WeakBlur Top-1 Acc: 41.7. Result ID: 698ecd3cffc3901de0a1615a. [Reporting paper]() Recorded evaluation configuration: {"obfuscation":"weak blur"}. This record does not assert independent reproduction. ### Noisy Features Top-1 Acc: 41.5. Result ID: 698ecd3cffc3901de0a1615b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Supervised Top-1 Acc: 40.6. Result ID: 698ecd3cffc3901de0a1615c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Obf-StrongBlur Top-1 Acc: 36.4. Result ID: 698ecd3cffc3901de0a16159. [Reporting paper]() Recorded evaluation configuration: {"obfuscation":"strong blur"}. This record does not assert independent reproduction. ### Downsample-2x Top-1 Acc: 36.1. Result ID: 698ecd3cffc3901de0a16156. [Reporting paper]() Recorded evaluation configuration: {"downsampling":"2x"}. This record does not assert independent reproduction. ### Obf-Blackening Top-1 Acc: 34.2. Result ID: 698ecd3cffc3901de0a16158. [Reporting paper]() Recorded evaluation configuration: {"obfuscation":"blackening"}. This record does not assert independent reproduction. ### Downsample-4x Top-1 Acc: 25.8. Result ID: 698ecd3cffc3901de0a16157. [Reporting paper]() Recorded evaluation configuration: {"downsampling":"4x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.