SOTA Cross-view geo-localization benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
CVACT (test)	GeoDTR + SeTa	R@186.24	99	20d ago
University-1652 Drone -> Satellite	(MGS)²	R@197.5	94	1mo ago
CVUSA	Ours	Rank@198.85	84	20d ago
University-1652 Satellite -> Drone	(MGS)²	R@198.57	81	1mo ago
CVACT (val)	Geo2	R@194.36	76	20d ago
VIGOR (Cross-Area)	PanoBEV	Rank@172.19	66	20d ago
VIGOR (Same-Area)	PanoBEV	R@182.18	66	20d ago
CVUSA (test)	CLNet	R@1%99.89	36	5d ago
VIGOR-Graph 1.0 (test)	SpaGBOL+YB	Top-1 Accuracy58.21	28	1mo ago
SpaGBOL 1.0 (test)	SpaGBOL+YB	Top-1 Accuracy76.13	28	1mo ago
GTA-UAV (Same-Area)	PAUL	R@173.55	27	25d ago
GTA-UAV (Cross-Area)	PAUL	Recall@161.21	27	25d ago
CVUSA-C-ALL	MRGeo	Rank-1 Retrieval (R@1)95.09	18	1mo ago
CVUSA FoV=70°	BEV-CV	R@1 Accuracy27.4	18	1mo ago
CVUSA FoV=90°	DSM	R@133.66	18	1mo ago
CVACT C-ALL (val)	MRGeo	Recall@190.45	17	1mo ago
CVACT 70° orientation	BEV-CV	Rank@137.85	13	1mo ago
CVACT 90° orientation	BEV-CV	R@145.79	13	1mo ago
VIGOR CROSS-AREA (test)	LLaVA Pairwise	R@164.8	11	19d ago
CVACT C-ALL (test)	CLGT	Rank@169.71	10	1mo ago
CVACT zoom-level=20 (val)	TransGeo	Recall@184.95	9	1mo ago
CVOGL-Seg Ground → Satellite (test)	OSGeo	mIoU39.45	7	1mo ago
CVOGL-Seg Ground → Satellite (val)	OSGeo	mIoU39.47	7	1mo ago
CVOGL-Seg Drone → Satellite (test)	OSGeo	mIoU57.2	7	1mo ago
CVOGL-Seg Drone → Satellite (val)		mIoU55.54	7	1mo ago

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