SOTAVerified

Human-Object Interaction Detection

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.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 449 papers

TitleStatusHype
RoHOI: Robustness Benchmark for Human-Object Interaction DetectionCode0
Bilateral Collaboration with Large Vision-Language Models for Open Vocabulary Human-Object Interaction DetectionCode0
VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and CollisionsCode2
HOIverse: A Synthetic Scene Graph Dataset With Human Object Interactions—0
On the Robustness of Human-Object Interaction Detection against Distribution Shift—0
Egocentric Human-Object Interaction Detection: A New Benchmark and Method—0
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions—0
HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation—0
HOI-PAGE: Zero-Shot Human-Object Interaction Generation with Part Affordance Guidance—0
Zero-Shot Temporal Interaction Localization for Egocentric VideosCode1
Show:102550
← PrevPage 1 of 45Next →
All datasetsHICO-DETV-COCOHICOVidHOIAmbiguious-HOIMECCANO

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DEFRmAP65.6—Unverified
2HAKEmAP47.1—Unverified
3PaStaNetmAP46.3—Unverified
4RelViTmAP43.98—Unverified
5Pairwise-PartmAP39.9—Unverified
6Mallya & LazebnikmAP36.1—Unverified
7Girdhar & RamananmAP34.6—Unverified
8R*CNNmAP28.5—Unverified