# Activity Recognition on Cornell Activity Dataset CAD-60 (New Person) Source: [Activity Recognition on Cornell Activity Dataset CAD-60 (New Person)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:47.821Z Evaluation of Activity Recognition performance on the Cornell Activity Dataset CAD-60 (New Person split), reporting precision and recall metrics for activities occurring in specific rooms (bathroom, bedroom, kitchen, living room, office). 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) | Cornell Activity Dataset CAD-60 (New Person) | | Metric | Precision (Bathroom) | | 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 - [Precision (Bathroom)](): Higher is better; unit: PERCENT. - [Recall (Bathroom)](): Higher is better; unit: PERCENT. - [Precision (Bedroom)](): Higher is better; unit: PERCENT. - [Recall (Bedroom)](): Higher is better; unit: PERCENT. - [Precision (Kitchen)](): Higher is better; unit: PERCENT. - [Recall (Kitchen)](): Higher is better; unit: PERCENT. - [Precision (Living Room)](): Higher is better; unit: PERCENT. - [Recall (Living Room)](): Higher is better; unit: PERCENT. - [Precision (Office)](): Higher is better; unit: PERCENT. - [Recall (Office)](): Higher is better; unit: PERCENT. - [Average Precision](): Higher is better; unit: PERCENT. - [Average Recall](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision (Bathroom) | Result date | Report paper | | --- | --- | --- | --- | | Joint Activity and Affordance MRF | 88.9 | Not recorded | 68fa60f41e209131ce9f1f03 | | Sung et al. | 72.7 | Not recorded | 68fa60f41e209131ce9f1f03 | ### Joint Activity and Affordance MRF Precision (Bathroom): 88.9. Result ID: 698bcb3c7a967eddb77167a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Sung et al. Precision (Bathroom): 72.7. Result ID: 698bcb3c7a967eddb77167a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.