# HOI Detection on HICO-DET Known Object Source: [HOI Detection on HICO-DET Known Object]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:35.416Z Evaluation of Human-Object Interaction Detection performance specifically using the Known Object protocol on the HICO-DET dataset, reporting metrics for Full, Rare, and Non-Rare interactions. 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 | HOI Detection | | Dataset (including any stated split) | HICO-DET Known Object | | Metric | Full Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Full Score](): Higher is better; unit: PERCENT. - [Rare Interaction Score](): Higher is better; unit: PERCENT. - [Non-Rare Interaction Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Full Score | Result date | Report paper | | --- | --- | --- | --- | | ATL | 31.18 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 30.05 | Not recorded | 68fa6c1d1e209131cea324fb | | DRG | 27.98 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 27.38 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 27.23 | Not recorded | 68fa6c1d1e209131cea324fb | | Baseline | 26.31 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 26.01 | Not recorded | 68fa6c1d1e209131cea324fb | | VCL | 25.98 | Not recorded | 68fa6c1d1e209131cea324fb | | PPDM | 24.58 | Not recorded | 68fa6c1d1e209131cea324fb | | IP-Net | 22.05 | Not recorded | 68fa6c1d1e209131cea324fb | ### ATL Full Score: 31.18. Result ID: 698eddb7ffc3901de0a26e88. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned","Object image source":"COCO","Framework extension":"DRG"}. This record does not assert independent reproduction. ### ATL Full Score: 30.05. Result ID: 698eddb7ffc3901de0a26e87. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned","Object image source":"HICO-DET","Framework extension":"DRG"}. This record does not assert independent reproduction. ### DRG Full Score: 27.98. Result ID: 698eddb7ffc3901de0a26e84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### ATL Full Score: 27.38. Result ID: 698eddb7ffc3901de0a26e8a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"One-Stage"}. This record does not assert independent reproduction. ### ATL Full Score: 27.23. Result ID: 698eddb7ffc3901de0a26e86. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned","Object image source":"COCO"}. This record does not assert independent reproduction. ### Baseline Full Score: 26.31. Result ID: 698eddb7ffc3901de0a26e89. [Reporting paper]() Recorded evaluation configuration: {"Detector":"One-Stage"}. This record does not assert independent reproduction. ### ATL Full Score: 26.01. Result ID: 698eddb7ffc3901de0a26e85. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned","Object image source":"HICO-DET"}. This record does not assert independent reproduction. ### VCL Full Score: 25.98. Result ID: 698eddb7ffc3901de0a26e83. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### PPDM Full Score: 24.58. Result ID: 698eddb7ffc3901de0a26e82. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### IP-Net Full Score: 22.05. Result ID: 698eddb7ffc3901de0a26e81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.