Bar chart of GWS15k accuracy at 25, 200, 750 and 2500 km over all 14,955 images, where Manta leads LocDiff by 2.83 to 11.97 points, PIGEOTTO's headline result by 6.03 to 14.47, and GeoSURGE by 10.63 to 23.77.
GWS15k accuracy by distance
0
25
50
75
100
15.23
12.4
9.2
4.6
25 km
+2.83 vs LocDiff
+6.03 vs PIGEOTTO
+10.63 vs GeoSURGE
45.67
33.7
31.2
21.9
200 km
+11.97 vs LocDiff
+14.47 vs PIGEOTTO
+23.77 vs GeoSURGE
78.00
67.0
65.7
54.7
750 km
+11.00 vs LocDiff
+12.30 vs PIGEOTTO
+23.30 vs GeoSURGE
93.62
85.0
85.1
80.8
2500 km
+8.62 vs LocDiff
+8.52 vs PIGEOTTO
+12.82 vs GeoSURGE
GWS15K ยท 14,955 QUERIES
Geo-Estimation (Manta)
LocDiff (NeurIPS 2025)
PIGEOTTO (owns the split)
GeoSURGE (same protocol)