Human-Object Interaction Detection

Benchmarks

Dataset Name	SOTA Method	Metric
HICO-DET (test)	ViPLO_l	mAP (full)62.09	493	3d ago
V-COCO (test)	RLIPv2	AP (Role, Scenario 1)72.1	270	3d ago
HICO-DET	HOI-IDiff	mAP (Full)50.56	233	4d ago
HICO-DET Known Object (test)	Spatially Conditioned Graphs	mAP (Full)51.75	112	4d ago
HICO-DET (Rare First Unseen Combination (RF-UC))	DA-HOI	mAP (Full)44.81	77	4d ago
V-COCO 1.0 (test)	MUREN	AP_role (#1)68.8	76	4d ago
V-COCO	HOI-IDiff	AP^1 Role73.4	65	4d ago
HICO-DET Non-rare First Unseen Composition (NF-UC)	EZ-HOI	AP (Unseen)36.33	49	4d ago
HICO-DET (NF-UC)	DA-HOI	mAP (Full)42.01	40	4d ago
HICO-DET 1 (test)	Global-Local Body-Part Interactiveness Learning	Full mAP37.56	33	4d ago
HICO-DET Zero-Shot	RLIP-ParSe	mAP (Default Unseen)20.27	33	4d ago
V-COCO	RLIPv2	Box mAP (Scenario 1)72.1	32	4d ago
HICO-DET (UO)	DA-HOI	mAP (Full)45.28	31	4d ago
HICO-DET (UV)	DA-HOI	mAP (Full)44.43	30	4d ago
HICO-DET Rare First v1.0 (test)	RLIPv2-ParSeDA	Unseen mAP31.23	27	4d ago
V-COCO		AP (Role)66.3	23	3d ago
HICO-DET Non-rare First v1.0 (test)	GEN-VLKT	mAP (Unseen)25.05	22	4d ago
HICO-DET 9 (test)	DJ-RN	mAP (Full)23.69	21	4d ago
V-COCO standard (test)	ParSe	AP (Role 1)64.4	18	4d ago
HICO-DET Unseen Composition (UC)	EZ-HOI	Unseen AP38.17	17	4d ago
HOI-A (test)	AS-Net	mAP72.19	15	4d ago
SWIG-HOI Rare (test)	ImagineAgent	mAP18.02	11	4d ago
SWIG-HOI Non-rare (test)	ImagineAgent	mAP22.89	11	4d ago
HICO-DET Unseen Verb (UV)	EZ-HOI	Unseen Score28.82	11	4d ago
V-COCO 8 (test)	Global-Local Body-Part Interactiveness Learning	AP Role (S1)63	11	4d ago

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