# HOI Detection on HICO-DET Default Source: [HOI Detection on HICO-DET Default]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:35.091Z Evaluation of Human-Object Interaction Detection performance on the HICO-DET dataset using the 'Default' evaluation protocol, reporting metrics for Full, Rare, and NonRare 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 Default | | Metric | Full HOI mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 HOI mAP](): Higher is better; unit: PERCENT. - [Rare HOI mAP](): Higher is better; unit: PERCENT. - [NonRare HOI mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Full HOI mAP | Result date | Report paper | | --- | --- | --- | --- | | ATL | 28.53 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 27.68 | Not recorded | 68fa6c1d1e209131cea324fb | | DRG | 24.53 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 24.5 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 23.81 | Not recorded | 68fa6c1d1e209131cea324fb | | ATL | 23.67 | Not recorded | 68fa6c1d1e209131cea324fb | | VCL | 23.63 | Not recorded | 68fa6c1d1e209131cea324fb | | Baseline | 22.77 | Not recorded | 68fa6c1d1e209131cea324fb | | FG | 21.96 | Not recorded | 68fa6c1d1e209131cea324fb | | PPDM | 21.73 | Not recorded | 68fa6c1d1e209131cea324fb | | IP-Net | 19.56 | Not recorded | 68fa6c1d1e209131cea324fb | ### ATL Full HOI mAP: 28.53. Result ID: 698eddb7ffc3901de0a26e7e. [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 HOI mAP: 27.68. Result ID: 698eddb7ffc3901de0a26e7d. [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 HOI mAP: 24.53. Result ID: 698eddb7ffc3901de0a26e7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### ATL Full HOI mAP: 24.5. Result ID: 698eddb7ffc3901de0a26e7c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned","Object image source":"COCO"}. This record does not assert independent reproduction. ### ATL Full HOI mAP: 23.81. Result ID: 698eddb7ffc3901de0a26e80. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"One-Stage"}. This record does not assert independent reproduction. ### ATL Full HOI mAP: 23.67. Result ID: 698eddb7ffc3901de0a26e7b. [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 HOI mAP: 23.63. Result ID: 698eddb7ffc3901de0a26e79. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### Baseline Full HOI mAP: 22.77. Result ID: 698eddb7ffc3901de0a26e7f. [Reporting paper]() Recorded evaluation configuration: {"Detector":"One-Stage"}. This record does not assert independent reproduction. ### FG Full HOI mAP: 21.96. Result ID: 698eddb7ffc3901de0a26e76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### PPDM Full HOI mAP: 21.73. Result ID: 698eddb7ffc3901de0a26e78. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Detector":"Fine-tuned"}. This record does not assert independent reproduction. ### IP-Net Full HOI mAP: 19.56. Result ID: 698eddb7ffc3901de0a26e77. [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.