1. Relative repeatability when different numbers of keypoints are detected (Figure 4): kpts_num = [32,64,128,256,512] USIP = [ 0.34453, 0.38919, 0.43194, 0.448036, 0.5042700] 3DFeatNet = [0.107550715, 0.128619,0.1502881,0.1552419,0.30268] ISS = [0.0641965,0.11851, 0.1138399, 0.106972,0.1565236 ] SIFT-3D = [0.05370,0.093407,0.11108,0.0969345,0.1412885 ] Harris-3D = [ 0.05528495, 0.10248832, 0.140647, 0.127036, 0.1661803] Random = [0.011027, 0.021234, 0.041985, 0.080936 ,0.15238] Ours = [0.07354, 0.145403,0.23241, 0.271670,0.3514508] 2. Average recall of the top 25 retrievals on Oxford RobotCar (Figure 6): PCAN = [69.05103425,77.04036715,81.27706378, 83.96139906, 85.92069702, 87.38807191, 88.58880735, 89.63563625, 90.42265254, 91.10408901, 91.67898982, 92.23805523, 92.71040707, 93.11417757, 93.55474126, 93.88469888, 94.18170752, 94.50764909, 94.77532513, 94.9982396, 95.22809282, 95.4457153, 95.61377419, 95.78206638, 95.92633436] PN_VLAD = [62.75866856, 72.25000155, 77.61117733, 81.15633927, 83.7553921, 85.60550321, 87.07398614, 88.28947994, 89.2585191, 90.03874681, 90.76367983, 91.33703234, 91.89889575, 92.38329185, 92.81360075, 93.17985453, 93.51354682, 93.82928106, 94.11796324, 94.40081261, 94.63150811, 94.8269657, 95.00516521, 95.1727709, 95.37509661] Ours-4096 = [73.28003425,80.04036715,83.77065627, 87.2199082, 89.0970212, 90.6129, 91.3588673, 91.986215, 92.383219, 92.708901, 93.078992, 93.481805523, 93.61040707, 93.91417757, 94.15474126, 94.48469888, 94.65170752, 94.864909, 95.17532513, 95.2982396, 95.52809282, 95.84577153, 96.0677419, 96.398206638, 96.62633436] Ours-8192 = [74.16103425,81.24036715,84.87065627, 88.0199082, 90.0970212, 91.3129, 92.188673, 92.986215, 93.5383219, 93.908901, 94.178992, 94.41805523, 94.62040707, 94.91417757, 95.15474, 95.4469888, 95.65170752, 95.894909, 95.98532513, 96.0982396, 96.12809282, 96.394577153, 96.677419, 96.8206638, 96.92633436]