Temporal Grounding

Benchmarks

Dataset Name	SOTA Method	Metric
Charades-STA	ChronusOmni	R@0.575	88	18d ago
ActivityNet Captions	EaTR	Recall@1 (IoU=0.5)58.2	75	12d ago
Charades-STA (test)	UnLoc-L	Recall@1 (IoU=0.5)60.8	68	1mo ago
ActivityNet	VideoAuto-R1	Recall@0.374.1	54	18d ago
Ego4D-NLQ	UniversalVTG	R@1 (IoU=0.3)29.06	25	8d ago
ActivityNet-CON	TimeChat	Grounding Success Rate38.8	21	25d ago
Charades-CON	TimeChat	Ground Score83.3	21	25d ago
Ego4D-NLQ (test)	DeCafNet-100%	R@1 (IoU=0.3)22.21	20	1mo ago
Charades	VideoChat-M1	mIoU67.7	15	1mo ago
SurgVidLM Out-of-domain (test)	ReWatch-R1-7B	R@0.369.96	13	1mo ago
OphVL In-domain (test)	Gemini 3-Pro-Preview	R@0.387.85	13	1mo ago
Charades-STA	VideoTemp-o3	mIoU57.8	13	11d ago
Charades-STA (generalization)	TimeSuite	R1@0.548.7	11	19d ago
Ego4D Goalstep (test)	DeCafNet	R@1 (Th=0.3)23.2	11	8d ago
ActivityNet-MR	TimeMaker	R@0.733	10	1mo ago
RexTime	Qwen3-VL-4B + SynRL	R@0.338.8	8	1mo ago
NExTGQA		Recall@0.341.2	8	1mo ago
CG-Bench	SiLVR	mIoU11.84	8	2d ago
Ego4D 1.0 (test)	DenoiseLoc	Recall@1 (IoU=0.3)19.33	7	1mo ago
Charades-CG (Novel-Word)	VISA	IoU@0.542.35	7	1mo ago
Charades-CG (Novel-Composition)	VISA	IoU@0.50.4541	7	1mo ago
Charades-CG Trivial (test)	VISA	IoU@0.553.2	7	1mo ago
ActivityNet-CG (Novel-Word)	VISA	Recall@1 (IoU=0.5)30.14	7	1mo ago
ActivityNet-CG (Novel-Composition)	VISA	R@1 (IoU=0.5)31.51	7	1mo ago
ActivityNet-CG (test-Trivial)	VISA	R@1 (IoU=0.5)47.13	7	1mo ago

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