Human-Object Interaction Detection

Benchmarks

Dataset Name	SOTA Method	Metric
HICO-DET (test)	ViPLO_l	mAP (full)62.09	544	3d ago
V-COCO (test)	RLIPv2	AP (Role, Scenario 1)72.1	270	17d ago
HICO-DET	HOI-IDiff	mAP (Full)50.56	252	16d ago
HICO-DET Known Object (test)	Spatially Conditioned Graphs	mAP (Full)51.75	112	1mo ago
HICO-DET (Rare First Unseen Combination (RF-UC))	DA-HOI	mAP (Full)44.81	77	1mo ago
V-COCO 1.0 (test)	MUREN	AP_role (#1)68.8	76	1mo ago
V-COCO	HOI-IDiff	AP^1 Role73.4	65	1mo ago
HICO-DET (NF-UC)	DA-HOI	mAP (Full)42.01	56	16d ago
HICO-DET Non-rare First Unseen Composition (NF-UC)	EZ-HOI	AP (Unseen)36.33	49	1mo ago
HICO-DET (UO)	DA-HOI	mAP (Full)45.28	47	19d ago
V-COCO	InCoM-Net	AP Role (Scenario 1)73.6	44	16d ago
HICO-DET 1 (test)	Global-Local Body-Part Interactiveness Learning	Full mAP37.56	33	19d ago
HICO-DET Zero-Shot	RLIP-ParSe	mAP (Default Unseen)20.27	33	1mo ago
V-COCO	RLIPv2	Box mAP (Scenario 1)72.1	32	1mo ago
V-COCO Scenario 1 1.0		AP (Role)67.1	32	1mo ago
HICO-DET (UV)	DA-HOI	mAP (Full)44.43	30	1mo ago
HICO-DET Rare First v1.0 (test)	RLIPv2-ParSeDA	Unseen mAP31.23	27	1mo ago
HICO-DET computed-box setting	Qwen2-VL 7B + AnyHOI	mAP (Full)9.35	23	3d ago
V-COCO		AP (Role)66.3	23	1mo ago
HICO-DET RF-UC (test)	InCoM-Net	Unseen mAP37.69	23	16d ago
HICO-DET Non-rare First v1.0 (test)	GEN-VLKT	mAP (Unseen)25.05	22	1mo ago
HICO-DET 9 (test)	DJ-RN	mAP (Full)23.69	21	1mo ago
HICO-DET closed setting	SL-HOI	Performance Score (Rare)47.71	18	19d ago
V-COCO standard (test)	ParSe	AP (Role 1)64.4	18	1mo ago
HICO-DET Unseen Composition (UC)	EZ-HOI	Unseen AP38.17	17	1mo ago

Showing 25 of 49 rows