# Activity Recognition on Human Activity Recognition open-source (500 held-out samples) Source: [Activity Recognition on Human Activity Recognition open-source (500 held-out samples)]() Collection index: [llms.txt]() Data updated: 2026-05-29T07:32:43.202Z Evaluation of Activity Recognition performance using the specific 500 held-out samples subset of the Human Activity Recognition open-source dataset, reporting Accuracy. 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 | Activity Recognition | | Dataset (including any stated split) | Human Activity Recognition open-source (500 held-out samples) | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | WAVEVERSE | 71.6 | Not recorded | 68fa7b6c1e209131cea8858a | | WAVEVERSE | 61.4 | Not recorded | 68fa7b6c1e209131cea8858a | | RF Genesis | 55.8 | Not recorded | 68fa7b6c1e209131cea8858a | | RF Genesis | 54.6 | Not recorded | 68fa7b6c1e209131cea8858a | | WAVEVERSE | 49.8 | Not recorded | 68fa7b6c1e209131cea8858a | | RF Genesis | 46.6 | Not recorded | 68fa7b6c1e209131cea8858a | | WAVEVERSE | 31.6 | Not recorded | 68fa7b6c1e209131cea8858a | | RF Genesis | 31.6 | Not recorded | 68fa7b6c1e209131cea8858a | ### WAVEVERSE Accuracy: 71.6. Result ID: 6a194100fbc373592c133fd0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 19x sim"}. This record does not assert independent reproduction. ### WAVEVERSE Accuracy: 61.4. Result ID: 6a194100fbc373592c133fcf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 9x sim"}. This record does not assert independent reproduction. ### RF Genesis Accuracy: 55.8. Result ID: 6a194100fbc373592c133fd3. [Reporting paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 9x sim"}. This record does not assert independent reproduction. ### RF Genesis Accuracy: 54.6. Result ID: 6a194100fbc373592c133fd4. [Reporting paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 19x sim"}. This record does not assert independent reproduction. ### WAVEVERSE Accuracy: 49.8. Result ID: 6a194100fbc373592c133fce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 4x sim"}. This record does not assert independent reproduction. ### RF Genesis Accuracy: 46.6. Result ID: 6a194100fbc373592c133fd2. [Reporting paper]() Recorded evaluation configuration: {"Data Augmentation":"+ 4x sim"}. This record does not assert independent reproduction. ### WAVEVERSE Accuracy: 31.6. Result ID: 6a194100fbc373592c133fcd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Augmentation":"Real only"}. This record does not assert independent reproduction. ### RF Genesis Accuracy: 31.6. Result ID: 6a194100fbc373592c133fd1. [Reporting paper]() Recorded evaluation configuration: {"Data Augmentation":"Real only"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.