Video Moment Retrieval

Benchmarks

Dataset Name	SOTA Method	Metric
TACoS (test)	LD-DETR	Recall@1 (0.5 Threshold)44.31	111	5d ago
Charades STA (test)	LLaVA-MR	Recall@1 (IoU=0.5)70.65	91	8d ago
Charades-STA	SMORE	R1@0.571.26	57	5d ago
ActivityNet Captions	RDMF	R@1 (IoU=0.5)46.2	20	1d ago
ActivityNet-Captions (test)	SMORE	R1@0.556.31	19	2mo ago
Charades		Rank@1 (IoU=0.3)62.95	16	19d ago
ActivityNet-Captions	G2L	R1@0.5 Recall51.68	16	3mo ago
ActivityNet	MCMT	Rank@1 (IoU=0.3)58.82	15	19d ago
ActivityNet Captions	Ours	Recall@1 (IoU=0.5)56.47	13	5d ago
ActivityNet Captions 2015 (test)	Ours	Recall@1 (IoU=0.5)52.83	11	5d ago
Charades-STA (val)	CVA	R1@0.562.61	11	2mo ago
TVR (val)	Mamba-VMR (Full)	Overall R@1 (IoU=0.5)45.2	11	2mo ago
TACOS	BM-DETR	Recall@1 (IoU=0.5)35.87	11	3mo ago
TACoS 2013 (test)	Ours	Recall@1 (IoU=0.3)48.72	10	5d ago
Charades-STA 2016 (test)	Ours	Recall@1 (IoU=0.5)68.82	10	5d ago
T → C cross-domain (Source: T, Target: C) (target domain evaluation)	MMCDA	R@1 (IoU=0.3)48.69	7	8d ago
C → T cross-domain (Source: C, Target: T) (test)	MMCDA	R@1 (IoU=0.3)35.41	7	8d ago
T → A cross-domain (Source: T, Target: A) (target domain evaluation)	MMCDA	R@1 (IoU=0.3)42.58	7	8d ago
A → T cross-domain (target domain evaluation)	MMCDA	R@1 (IoU=0.3)43.07	7	8d ago
Cross-domain C → A (target evaluation)	MMCDA	R@1 (IoU=0.3)70.25	7	8d ago
A → C cross-domain (target domain evaluation)	MMCDA	R@1 (IoU=0.3)71.58	7	8d ago
QVHighlights 1.0 (val)	SMORE	R@1 (IoU=0.5)78.84	7	3mo ago
ActivityNet Captions (val 2)	LLaVA-MR	R1@0.555.16	7	3mo ago
Charades-CD	BM-DETR	Recall@1 (IoU=0.5)53.37	7	3mo ago
StoryTR (test)		Precision @0.380.4	6	1mo ago

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