# HOI Detection on HICO-DET Unseen Combination Source: [HOI Detection on HICO-DET Unseen Combination]() Collection index: [llms.txt]() Data updated: 2026-02-27T07:06:22.156Z Evaluation of Human-Object Interaction Detection performance specifically on the HICO-DET 'Unseen Combination' protocol, reporting metrics for Full, Seen, and Unseen 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 Unseen Combination | | Metric | Unseen mAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 19 of 19 | | 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 - [Unseen mAP](): Higher is better; unit: PERCENT. - [Full mAP](): Higher is better; unit: PERCENT. - [Seen mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Unseen mAP | Result date | Report paper | | --- | --- | --- | --- | | GEN-VLKT\_s | 25.05 | Not recorded | 68fa6c5d1e209131cea3399b | | GEN-VLKT\_s | 21.36 | Not recorded | 68fa6c5d1e209131cea3399b | | GEN-VLKT\_s | 20.96 | Not recorded | 68fa6c5d1e209131cea3399b | | baseline | 18.71 | Not recorded | 68fa6c5d1e209131cea3399b | | FCL | 18.66 | Not recorded | 68fa6c5d1e209131cea3399b | | ATL | 18.25 | Not recorded | 68fa6c5d1e209131cea3399b | | ConsNet | 16.99 | Not recorded | 68fa6c5d1e209131cea3399b | | ConsNet | 16.99 | Not recorded | 68fa6c191e209131cea322c9 | | VCL | 16.22 | Not recorded | 68fa6c5d1e209131cea3399b | | ConsNet | 14.12 | Not recorded | 68fa6c191e209131cea322c9 | | baseline | 13.52 | Not recorded | 68fa6c5d1e209131cea3399b | | FCL | 13.16 | Not recorded | 68fa6c5d1e209131cea3399b | | baseline | 12.52 | Not recorded | 68fa6c5d1e209131cea3399b | | Bansal et al. | 11.31 | Not recorded | 68fa6c191e209131cea322c9 | | FG | 10.93 | Not recorded | 68fa6c5d1e209131cea3399b | | VCL | 10.06 | Not recorded | 68fa6c5d1e209131cea3399b | | ATL | 9.18 | Not recorded | 68fa6c5d1e209131cea3399b | | Shen et al. | 5.62 | Not recorded | 68fa6c5d1e209131cea3399b | | Shen et al. | 5.62 | Not recorded | 68fa6c191e209131cea322c9 | ### GEN-VLKT\_s Unseen mAP: 25.05. Result ID: 698f0c0f3a6c314849f538ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Non-Rare First"}. This record does not assert independent reproduction. ### GEN-VLKT\_s Unseen mAP: 21.36. Result ID: 698f0c0f3a6c314849f538ea. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Rare First"}. This record does not assert independent reproduction. ### GEN-VLKT\_s Unseen mAP: 20.96. Result ID: 698f0c0f3a6c314849f538f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### baseline Unseen mAP: 18.71. Result ID: 698f0c0f3a6c314849f538ee. [Reporting paper]() Recorded evaluation configuration: {"Selection Protocol":"Non-Rare First"}. This record does not assert independent reproduction. ### FCL Unseen mAP: 18.66. Result ID: 698f0c0f3a6c314849f538ed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Non-Rare First"}. This record does not assert independent reproduction. ### ATL Unseen mAP: 18.25. Result ID: 698f0c0f3a6c314849f538ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Non-Rare First"}. This record does not assert independent reproduction. ### ConsNet Unseen mAP: 16.99. Result ID: 698f0c0f3a6c314849f538e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. ### ConsNet Unseen mAP: 16.99. Result ID: 69a1426d35dfcabb00e5da25. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. ### VCL Unseen mAP: 16.22. Result ID: 698f0c0f3a6c314849f538eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Non-Rare First"}. This record does not assert independent reproduction. ### ConsNet Unseen mAP: 14.12. Result ID: 69a1426d35dfcabb00e5da28. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"UA"}. This record does not assert independent reproduction. ### baseline Unseen mAP: 13.52. Result ID: 698f0c0f3a6c314849f538f4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FCL Unseen mAP: 13.16. Result ID: 698f0c0f3a6c314849f538e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Rare First"}. This record does not assert independent reproduction. ### baseline Unseen mAP: 12.52. Result ID: 698f0c0f3a6c314849f538e9. [Reporting paper]() Recorded evaluation configuration: {"Selection Protocol":"Rare First"}. This record does not assert independent reproduction. ### Bansal et al. Unseen mAP: 11.31. Result ID: 69a1426d35dfcabb00e5da24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. ### FG Unseen mAP: 10.93. Result ID: 698f0c0f3a6c314849f538e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. ### VCL Unseen mAP: 10.06. Result ID: 698f0c0f3a6c314849f538e6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Rare First"}. This record does not assert independent reproduction. ### ATL Unseen mAP: 9.18. Result ID: 698f0c0f3a6c314849f538e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Selection Protocol":"Rare First"}. This record does not assert independent reproduction. ### Shen et al. Unseen mAP: 5.62. Result ID: 698f0c0f3a6c314849f538e3. [Reporting paper]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. ### Shen et al. Unseen mAP: 5.62. Result ID: 69a1426d35dfcabb00e5da23. [Reporting paper]() Recorded evaluation configuration: {"Type":"UC"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.