Horizontal bar chart of street-level accuracy on the YFCC26k split. Manta places 30.68 percent of 21,131 images within 1 km, ahead of GeoSURGE at 17.80 and GeoCLIP at 11.60.
0
5
10
15
20
25
30
35
Geo-Estimation (Manta)
30.68
GeoSURGE
17.80
GeoCLIP
11.60
PIGEOTTO
10.10
GeoDecoder
10.10
TransLocator
7.20
ISNs
5.30
RFM (S2-10M)
5.30
PlaNet
4.40
ACCURACY WITHIN 1 KM · PERCENT OF 21,131 IMAGES
Geo-Estimation (Manta)
Published methods, as reproduced in GeoSURGE Table 4