SOTA Grounding benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
ScreenSpot Pro		Average Grounding Accuracy51.8	82	1d ago
ScreenSpot V2	GUIrilla-See (7B)	Grounding Accuracy94.73	47	1d ago
ScreenSpot v2 (test)	UI-Venus-Ground-72B	Overall Accuracy95.3	29	1mo ago
RefCOCO	TIES Merging	Score90.06	28	3mo ago
RefCOCO (val)	CogVLM-G	Accuracy92.8	23	5d ago
OSWorld	MGA w/ GPT-5	Overall Score64.7	22	1mo ago
E.T. Bench	MeCo (ETChat 7B)	TVG F162.5	20	3mo ago
OSworld G-R	UI-Venus-1.5-30B-A3B	Accuracy76.4	19	3mo ago
refCOCO (testB)	UNINEXT-H	Accuracy91.5	18	5d ago
UI-Vision	UI-Venus-1.5-30B-A3B	Accuracy54.7	18	3mo ago
MMbench	MAI-UI-32B	Accuracy91.3	18	3mo ago
VenusBench GD	UI-Venus-1.5-30B-A3B	Accuracy75	18	3mo ago
UHR-Micro (test)	MAP-Agent	GD Score29.79	16	21d ago
RGBX-Grounding	RGBX-R1	LasHeR36.46	15	3mo ago
RefCOCOg	TIES w/ DARE	Score86.77	14	3mo ago
ScreenSpot-Pro macOS	GUIrilla-See (7B)	Grounding Accuracy41.39	13	2mo ago
Breast Ultrasound same-center (val)	Echo-α-Grounding	F1 Score @ IoU=0.2552.96	12	1mo ago
Renal Ultrasound cross-center (test)	Echo-α-Grounding	F1 Score @ IoU=0.2569	12	1mo ago
T-SROIE dense text for robustness (test)	DocShield	mIOU9.1	8	1mo ago
T-IC13 adapted (test)	DocShield	mIoU44.5	8	1mo ago
RealText proposed (test)	DocShield	mIOU32.4	8	1mo ago
Custom Dataset	GROUNDIT	mIoU25	8	3mo ago
HRS-Spatial	GROUNDIT	mIoU0.372	8	3mo ago
MS-COCO 2014	GROUNDIT	mIoU43.2	8	3mo ago
Flickr30k Entities (test)	Up-Down w/ DPA	F1 (All)5.45	7	3mo ago

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