# Human-Object Interaction Detection on HOI-A (test) Source: [Human-Object Interaction Detection on HOI-A (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:24.774Z Evaluation of Human-Object Interaction Detection performance on the test split of the HOI-A dataset, reporting metrics such as mAP. 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-Object Interaction Detection | | Dataset (including any stated split) | HOI-A (test) | | Metric | mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP | Result date | Report paper | | --- | --- | --- | --- | | AS-Net | 72.19 | Not recorded | 68fa69ec1e209131cea24f02 | | PPDM-Hourglass | 71.23 | Not recorded | 68fa67401e209131cea153ea | | PPDM-Hourglass | 71.23 | Not recorded | 68fa69ec1e209131cea24f02 | | PPDM-DLA | 67.45 | Not recorded | 68fa67401e209131cea153ea | | PPDM-DLA | 67.03 | Not recorded | 68fa69ec1e209131cea24f02 | | C-HOI | 66.04 | Not recorded | 68fa67401e209131cea153ea | | C-HOI | 66.04 | Not recorded | 68fa69ec1e209131cea24f02 | | GMVM | 60.26 | Not recorded | 68fa67401e209131cea153ea | | GMVM | 60.26 | Not recorded | 68fa69ec1e209131cea24f02 | | Faster Interaction Net | 56.93 | Not recorded | 68fa67401e209131cea153ea | | Faster Interaction Net | 56.93 | Not recorded | 68fa69ec1e209131cea24f02 | | TIN | 48.64 | Not recorded | 68fa67401e209131cea153ea | | TIN | 48.64 | Not recorded | 68fa69ec1e209131cea24f02 | | iCAN | 44.23 | Not recorded | 68fa67401e209131cea153ea | | ICAN | 44.23 | Not recorded | 68fa69ec1e209131cea24f02 | ### AS-Net mAP: 72.19. Result ID: 698df4aeffc3901de099bfb2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"None"}. This record does not assert independent reproduction. ### PPDM-Hourglass mAP: 71.23. Result ID: 698d27248b517eb4331f6412. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Inference Time (ms)":71}. This record does not assert independent reproduction. ### PPDM-Hourglass mAP: 71.23. Result ID: 698df4aeffc3901de099bfb1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Hourglass-104","Extra":"None"}. This record does not assert independent reproduction. ### PPDM-DLA mAP: 67.45. Result ID: 698d27248b517eb4331f6411. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Inference Time (ms)":27}. This record does not assert independent reproduction. ### PPDM-DLA mAP: 67.03. Result ID: 698df4aeffc3901de099bfb0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DLA-34","Extra":"None"}. This record does not assert independent reproduction. ### C-HOI mAP: 66.04. Result ID: 698d27248b517eb4331f640e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C-HOI mAP: 66.04. Result ID: 698df4aeffc3901de099bfaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"Human pose or body parts information"}. This record does not assert independent reproduction. ### GMVM mAP: 60.26. Result ID: 698d27248b517eb4331f640d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GMVM mAP: 60.26. Result ID: 698df4aeffc3901de099bfae. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"Human pose or body parts information"}. This record does not assert independent reproduction. ### Faster Interaction Net mAP: 56.93. Result ID: 698d27248b517eb4331f640c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Faster Interaction Net mAP: 56.93. Result ID: 698df4aeffc3901de099bfad. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"None"}. This record does not assert independent reproduction. ### TIN mAP: 48.64. Result ID: 698d27248b517eb4331f6410. [Reporting paper]() Recorded evaluation configuration: {"Inference Time (ms)":501}. This record does not assert independent reproduction. ### TIN mAP: 48.64. Result ID: 698df4aeffc3901de099bfac. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"Human pose or body parts information"}. This record does not assert independent reproduction. ### iCAN mAP: 44.23. Result ID: 698d27248b517eb4331f640f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Inference Time (ms)":194}. This record does not assert independent reproduction. ### ICAN mAP: 44.23. Result ID: 698df4aeffc3901de099bfab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Extra":"None"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.