Human-Object Interaction Detection

26 benchmarks449 papers

Human-Object Interaction (HOI) detection is a task of identifying "a set of interactions" in an image, which involves the i) localization of the subject (i.e., humans) and target (i.e., objects) of interaction, and ii) the classification of the interaction labels.

Benchmarks

Human-Object Interaction Detection on HICO-DET

mAPTime Per Frame (ms)COCO-Val2017Object365HICONovel classesDetection: Full (mAP@0.5)Detection: Non-Rare (mAP@0.5)Detection: Rare (mAP@0.5)

Human-Object Interaction Detection on V-COCO

AP(S1)AP(S2)Time Per Frame(ms)MAP

Human-Object Interaction Detection on HICO

mAP

Human-Object Interaction Detection on HICO-DET(Unknown Concepts)

COCO-Val2017Obj365HICONovel Classes

Human-Object Interaction Detection on VidHOI

Detection: Full (mAP@0.5)Detection: Non-Rare (mAP@0.5)Detection: Rare (mAP@0.5)Oracle: Full (mAP@0.5)Oracle: Non-Rare (mAP@0.5)Oracle: Rare (mAP@0.5)

Human-Object Interaction Detection on Ambiguious-HOI

mAP

Human-Object Interaction Detection on MECCANO

mAP@0.5 role