Temporal Grounding

Benchmarks

Dataset Name	SOTA Method	Metric
Charades-STA	VideoAuto-R1	mIoU63.7	107	1d ago
ActivityNet	VideoAuto-R1	Recall@0.374.1	102	7d ago
ActivityNet Captions	MKTN	Recall@1 (IoU=0.5)58.32	85	7d ago
Charades-STA (test)	UnLoc-L	Recall@1 (IoU=0.5)60.8	68	13d ago
Charades	Video-Zero	mIoU41.85	48	19d ago
ANet-RTL	Video-Zero	mIoU29.75	48	19d ago
MOT17 (test)		R1@0.513.63	27	19d ago
OVIS (test)	LD-DETR	R1@0.535.25	27	19d ago
Ego4D-NLQ	UniversalVTG	R@1 (IoU=0.3)29.06	25	1mo ago
ActivityNet-MR	DynFrame-8B	R@0.733.1	21	7d ago
Charades-STA	Time-R1	mIoU58.1	21	1mo ago
ActivityNet-CON	TimeChat	Grounding Success Rate38.8	21	2mo ago
Charades-CON	TimeChat	Ground Score83.3	21	2mo ago
NExTGQA	REVISOR	Recall@0.711.9	20	19d ago
Ego4D-NLQ (test)	DeCafNet-100%	R@1 (IoU=0.3)22.21	20	3mo ago
RexTime	Qwen3-VL-4B + SynRL	R@0.338.8	15	20d ago
Charades	VideoChat-M1	mIoU67.7	15	3mo ago
MOT20 (test)	R^2-Tuning	R1@0.56.02	14	19d ago
SurgVidLM Out-of-domain (test)	ReWatch-R1-7B	R@0.369.96	13	3mo ago
OphVL In-domain (test)	Gemini 3-Pro-Preview	R@0.387.85	13	3mo ago
Sync	Final 10K DPO Recipe (Ours)	Accuracy83.1	11	15d ago
Charades-STA (generalization)	TimeSuite	R1@0.548.7	11	2mo ago
Ego4D Goalstep (test)	DeCafNet	R@1 (Th=0.3)23.2	11	1mo ago
VGGSync	DPO w/ OP + FV-D + LV-MCQA	Accuracy56.6	10	15d ago
Ego-Exo4D M views	ViewBridge	Recall@135	10	16d ago

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