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ResearchFormerly WizWand

Human-Object Interaction Detection on V-COCO (AP_role)

66.3AP (Role)CLIP4HOI
30.4239.73549.0558.365Aug 14, 2020Jun 1, 2021Mar 19, 2022Jan 4, 2023Oct 22, 2023Aug 8, 2024May 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CLIP4HOIEvaluation Protocol=Zero-shot2025.0566.3
LogicHOIEvaluation Protocol=Fully-supervised2025.0565.6
LAINEvaluation Protocol=Fully-supervised2025.0565.1
HOICLIPEvaluation Protocol=Zero-shot2025.0564.8
UPTEvaluation Protocol=Fully-supervised2025.0564.5
GEN-VLKTEvaluation Protocol=Fully-supervised2025.0564.5
HOTREvaluation Protocol=Fully-supervised2025.0564.4
CDNEvaluation Protocol=Fully-supervised2025.0564.4
ADA-CMEvaluation Protocol=Fully-supervised2025.0561.2
CMMPEvaluation Protocol=Zero-shot2025.0561.2
QPICEvaluation Protocol=Fully-supervised2025.0561
IwinEvaluation Protocol=Fully-supervised2025.0560.5
ConsNetBackbone=ResNet-50-FPN2020.0853.2
PMFNetBackbone=ResNet-502020.0852
VSGNetBackbone=ResNet-1522020.0851.8
IP-NetBackbone=Hourglass-1042020.0851
TIN-RPT2CDBackbone=ResNet-502020.0848.7
Wang et al.Backbone=ResNet-502020.0847.3
iCANBackbone=ResNet-502020.0845.3
GPNNBackbone=DCN2020.0844
BAR-CNNBackbone=Inception-ResNet2020.0843.6
InteractNetBackbone=ResNet-50-FPN2020.0840
Gupta et al.Backbone=ResNet-50-FPN2020.0831.8