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Benchmarks
Geo-localization on CVG-Text Tokyo OSM data
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40.75
R@1
MAPS
11.8068
19.3209
26.835
34.3491
Jun 21, 2026
R@1
L@50
Updated 1mo ago
Evaluation Results
Method
Method
Links
R@1
L@50
MAPS
Query=Joint query
2026.06
40.75
45.08
Pairwise alignment
Query=Joint query
2026.06
38.92
43
GRAM
Query=Joint query
2026.06
37.26
41.03
CrossText2Loc
Query=Text only
2026.06
36.92
41.22
PMRL
Query=Joint query
2026.06
36.88
41.62
VAST
Query=Joint query
2026.06
35.94
40.18
BLIP
Query=Text only
2026.06
30.67
34.5
CLIP-L/14
Query=Text only
2026.06
21
23.17
BLIP
Query=Image only
2026.06
20.83
24.08
CLIP-B/16
Query=Text only
2026.06
17.75
19.92
CLIP-L/14
Query=Image only
2026.06
15.83
18.33
CLIP-B/16
Query=Image only
2026.06
12.92
15.33
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