# Human Activity Recognition on DSADS Cross-person (Micro F1) Source: [Human Activity Recognition on DSADS Cross-person (Micro F1)]() Collection index: [llms.txt]() Data updated: 2026-06-15T06:28:07.478Z Evaluation of Human Activity Recognition performance on the DSADS Cross-person 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) | DSADS 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 | 86.96 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 85.28 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 83.96 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 82.69 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 82.65 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 80.93 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 80.7 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 78.69 | Not recorded | 68fa787b1e209131cea78a2a | | CoDATS | 78.47 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 78.16 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 77.28 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 77.26 | Not recorded | 68fa787b1e209131cea78a2a | | CALDA | 75.71 | Not recorded | 68fa787b1e209131cea78a2a | | DAN | 74.85 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 73.95 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 73.12 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 71.79 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 70.88 | Not recorded | 68fa787b1e209131cea78a2a | | CrossHAR | 69.89 | Not recorded | 68fa787b1e209131cea78a2a | | VaCDA | 69.41 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 66.93 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 62.9 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 60.97 | Not recorded | 68fa787b1e209131cea78a2a | | STranGAN | 60.8 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 55.4 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 55.19 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 52.84 | Not recorded | 68fa787b1e209131cea78a2a | | D.CORAL | 47.93 | Not recorded | 68fa787b1e209131cea78a2a | ### CALDA Micro F1 Score: 86.96. Result ID: 6a2f9ad9fbc373592c2b2914. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 85.28. Result ID: 6a2f9ad9fbc373592c2b2906. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 83.96. Result ID: 6a2f9ad9fbc373592c2b2916. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 82.69. Result ID: 6a2f9ad9fbc373592c2b2905. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 82.65. Result ID: 6a2f9ad9fbc373592c2b291b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 80.93. Result ID: 6a2f9ad9fbc373592c2b2913. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 80.7. Result ID: 6a2f9ad9fbc373592c2b291a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 78.69. Result ID: 6a2f9ad9fbc373592c2b291d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### CoDATS Micro F1 Score: 78.47. Result ID: 6a2f9ad9fbc373592c2b290c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 78.16. Result ID: 6a2f9ad9fbc373592c2b290a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 77.28. Result ID: 6a2f9ad9fbc373592c2b2909. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 77.26. Result ID: 6a2f9ad9fbc373592c2b2908. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### CALDA Micro F1 Score: 75.71. Result ID: 6a2f9ad9fbc373592c2b290d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### DAN Micro F1 Score: 74.85. Result ID: 6a2f9ad9fbc373592c2b290f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 73.95. Result ID: 6a2f9ad9fbc373592c2b291e. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 73.12. Result ID: 6a2f9ad9fbc373592c2b291f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 71.79. Result ID: 6a2f9ad9fbc373592c2b2918. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 70.88. Result ID: 6a2f9ad9fbc373592c2b2910. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### CrossHAR Micro F1 Score: 69.89. Result ID: 6a2f9ad9fbc373592c2b2917. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### VaCDA Micro F1 Score: 69.41. Result ID: 6a2f9ad9fbc373592c2b2911. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 66.93. Result ID: 6a2f9ad9fbc373592c2b2904. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 62.9. Result ID: 6a2f9ad9fbc373592c2b2919. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"Average"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 60.97. Result ID: 6a2f9ad9fbc373592c2b2912. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. ### STranGAN Micro F1 Score: 60.8. Result ID: 6a2f9ad9fbc373592c2b290b. [Reporting paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 55.4. Result ID: 6a2f9ad9fbc373592c2b2907. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 7 → 8"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 55.19. Result ID: 6a2f9ad9fbc373592c2b290e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 6, 8 → 7"}. This record does not assert independent reproduction. ### D.CORAL Micro F1 Score: 52.84. Result ID: 6a2f9ad9fbc373592c2b291c. [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: 47.93. Result ID: 6a2f9ad9fbc373592c2b2915. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Source → Target user mapping":"1, 2, 3, 4, 5, 7, 8 → 6"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.