Revisiting IM2GPS in the Deep Learning Era

Benchmark Model Rank Results
photo-geolocation-estimation-on-im2gpsIm2GPS (... 28m database)Street level (1 km): 14.4City level (25 km): 33.3
photo-geolocation-estimation-on-im2gpsIm2GPS ([L] 7011C)Street level (1 km): 6.8City level (25 km): 21.9
photo-geolocation-estimation-on-im2gpsIm2GPS ([L] KNN, sigma=4)Street level (1 km): 12.2City level (25 km): 33.3
photo-geolocation-estimation-on-im2gps3kIm2GPS ([L] 7011C)Street level (1 km): 4.0City level (25 km): 14.8
photo-geolocation-estimation-on-im2gps3kIm2GPS ([M] 7011C)Street level (1 km): 3.7City level (25 km): 14.2
photo-geolocation-estimation-on-im2gps3kIm2GPS (kNN, sigma = 4)Street level (1 km): 7.2City level (25 km): 19.4
photo-geolocation-estimation-on-yfcc4k[L]kNN, σ = 4Street (1 km): 2.3City (25 km): 5.7Region (200 km): 11.0