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ResearchFormerly WizWand

Human-Object Interaction Detection on HICO-DET (UV)

44.43mAP (Full)DA-HOI
22.517228.206133.89539.5839May 26, 2025Jul 9, 2025Aug 22, 2025Oct 6, 2025Nov 19, 2025Jan 2, 2026Feb 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DA-HOIDetector=Grounding-DINO2026.0244.4336.8845.66
DA-HOIDetector=Yolo-World2026.0243.8836.2545.13
DA-HOIDetector=ResNet50 DETR2026.0242.8836.8943.84
GRASP-HOISetting=Zero-shot, Protocol=Open-vocabulary2025.1240.1432.4542.57
BC-HOISetting=Zero-shot, Protocol=Open-vocabulary2025.1239.8931.1841.31
BC-HOIFeatures=BLIP22026.0239.8931.1841.31
LAINBackbone=ViT-L2025.0537.232.0538.04
EZ-HOISetting=Zero-shot, Protocol=Open-vocabulary2025.1236.8428.8238.15
EZ-HOI2026.0236.8428.8238.15
CMMPSetting=Zero-shot, Protocol=Open-vocabulary2025.1236.3830.8437.28
UniHOI (BLIP2)Setting=Zero-shot, Protocol=Open-vocabulary2025.1234.6826.0536.78
UniHOIFeatures=BLIP22026.0234.6826.0536.78
DP-HOISetting=Zero-shot, Protocol=Open-vocabulary2025.1233.3426.334.49
LAINBackbone=ViT-B2025.0533.1228.9633.8
LAIN2026.0233.1228.9633.8
HOIGenSetting=Zero-shot, Protocol=Open-vocabulary2025.1232.3420.2734.31
CMMPBackbone=ViT-B2025.0531.8426.2332.75
CMMP2026.0231.8426.2332.75
DA-HOITraining-free=true2026.0231.5——
HOICLIPBackbone=ViT-B2025.0531.0924.332.19
HOICLIPSetting=Zero-shot, Protocol=Open-vocabulary2025.1231.0924.332.19
HOICLIP2026.0231.0924.332.19
CLIP4HOIBackbone=ViT-B2025.0530.4226.0231.14
CLIP4HOI2026.0230.4226.0231.14
EoIDBackbone=ViT-B2025.0529.6122.7130.73
GEN-VLKTBackbone=ViT-B2025.0528.7420.9630.23
GEN-VLKTSetting=Zero-shot, Protocol=Open-vocabulary2025.1228.7420.9630.23
GEN-VLKT2026.0228.7420.9630.23
ADA-CMTraining-free=true2026.0225.19——
CLIPBackbone=ViT-B2025.0523.3626.1622.9