# Human Activity Recognition on OPPORTUNITY Cross-person Source: [Human Activity Recognition on OPPORTUNITY Cross-person]() Collection index: [llms.txt]() Data updated: 2026-06-15T06:28:07.521Z Evaluation of Human Activity Recognition performance on the Cross-person split of the OPPORTUNITY dataset, reporting Micro 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 | Human Activity Recognition | | Dataset (including any stated split) | OPPORTUNITY Cross-person | | Metric | Micro F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [Micro F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Micro F1 Score | Result date | Report paper | | --- | --- | --- | --- | | CALDA | 0.844 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 0.8187 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 0.8039 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 0.7939 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 0.7918 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 0.7912 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 0.7901 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 0.7805 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 0.7778 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 0.7718 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 0.7679 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 0.7594 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 0.7572 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 0.746 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 0.7438 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 0.7299 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 0.7284 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 0.7233 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 0.7165 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 0.7096 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 0.7032 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 0.6891 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 0.6819 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 0.6142 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 0.5847 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 0.574 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 0.57 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 0.5513 | Not recorded | 68fa787b1e209131cea78a2a | ### CALDA Micro F1 Score: 0.844. Result ID: 6a2f9ad9fbc373592c2b2922. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 0.8187. Result ID: 6a2f9ad9fbc373592c2b2921. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 0.8039. Result ID: 6a2f9ad9fbc373592c2b2937. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 0.7939. Result ID: 6a2f9ad9fbc373592c2b2936. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 0.7918. Result ID: 6a2f9ad9fbc373592c2b2924. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 0.7912. Result ID: 6a2f9ad9fbc373592c2b292f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 0.7901. Result ID: 6a2f9ad9fbc373592c2b2930. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 0.7805. Result ID: 6a2f9ad9fbc373592c2b2920. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 0.7778. Result ID: 6a2f9ad9fbc373592c2b2929. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 0.7718. Result ID: 6a2f9ad9fbc373592c2b2928. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 0.7679. Result ID: 6a2f9ad9fbc373592c2b292e. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 0.7594. Result ID: 6a2f9ad9fbc373592c2b2935. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 0.7572. Result ID: 6a2f9ad9fbc373592c2b2932. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 0.746. Result ID: 6a2f9ad9fbc373592c2b2939. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 0.7438. Result ID: 6a2f9ad9fbc373592c2b2926. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 0.7299. Result ID: 6a2f9ad9fbc373592c2b2927. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 0.7284. Result ID: 6a2f9ad9fbc373592c2b2923. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 0.7233. Result ID: 6a2f9ad9fbc373592c2b293b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 0.7165. Result ID: 6a2f9ad9fbc373592c2b2934. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 0.7096. Result ID: 6a2f9ad9fbc373592c2b292d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 0.7032. Result ID: 6a2f9ad9fbc373592c2b2931. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 0.6891. Result ID: 6a2f9ad9fbc373592c2b292b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 0.6819. Result ID: 6a2f9ad9fbc373592c2b2938. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 0.6142. Result ID: 6a2f9ad9fbc373592c2b292a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 0.5847. Result ID: 6a2f9ad9fbc373592c2b292c. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 4 → 3"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 0.574. Result ID: 6a2f9ad9fbc373592c2b2925. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3 → 4"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 0.57. Result ID: 6a2f9ad9fbc373592c2b293a. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 0.5513. Result ID: 6a2f9ad9fbc373592c2b2933. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 3, 4 → 2"}. This record does not assert independent reproduction. Page 1 of 1. 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