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SOTA Cross-view geo-localization benchmarks and papers with code | Wizwand
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Cross-view geo-localization
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
University-1652 Drone -> Satellite
(MGS)²
R@1
97.5
69
4d ago
University-1652 Satellite -> Drone
(MGS)²
R@1
98.57
57
4d ago
CVUSA
Sample4Geo
Rank@1
98.68
55
3d ago
CVACT (test)
GeoDTR + SeTa
R@1
86.24
50
4d ago
CVACT (val)
CLNet
R@1
91.22
47
4d ago
VIGOR (Cross-Area)
ViTb14-mix
Rank@1
64.61
40
3d ago
VIGOR (Same-Area)
ViTb14-mix
R@1
78.27
40
4d ago
VIGOR-Graph 1.0 (test)
SpaGBOL+YB
Top-1 Accuracy
58.21
28
3d ago
SpaGBOL 1.0 (test)
SpaGBOL+YB
Top-1 Accuracy
76.13
28
3d ago
CVUSA (test)
CLNet
R@1%
99.89
28
4d ago
CVUSA FoV=70°
BEV-CV
R@1 Accuracy
27.4
18
4d ago
CVUSA FoV=90°
DSM
R@1
33.66
18
4d ago
CVACT 70° orientation
BEV-CV
Rank@1
37.85
13
3d ago
CVACT 90° orientation
BEV-CV
R@1
45.79
13
4d ago
CVACT zoom-level=20 (val)
TransGeo
Recall@1
84.95
9
3d ago
CVUSA (val)
Ours
Rank@1
92.56
7
3d ago
CVUSA evaluated after training on CVACT
Sample4Geo
R@1
44.95
6
4d ago
CVACT evaluated after training on CVUSA
CLNet
R@1
59.17
6
4d ago
CVUSA FoV=180°
L2LTR
R@1
56.69
5
4d ago
TartanDrive Unseen routes TD07–22 2.0
BEV-Patch-PF
Route TD07 Result
1.79
4
3d ago
TartanDrive Seen routes TD01–06 2.0 (seen)
BEV-Patch-PF
Median Distance Error (TD01)
1.66
4
4d ago
University-160k extended (test)
Orientation-Guided Contrastive Learning
R@1
95.71
4
4d ago
CVUSA FoV=360°
Shi
R@1
78.11
4
4d ago
Urban Park UP (Real-time deployment)
BEV-Patch-PF
UP01 Metric Value
2.03
3
3d ago
GQ (Unseen route)
BEV-Patch-PF
Geo-localization Error (GQ03)
2.62
3
4d ago
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