Rethinking Visual Geo-localization for Large-Scale Applications

Benchmark Model Rank Results
visual-place-recognition-on-17-placesCosPlace#7Recall@1: 61.08
visual-place-recognition-on-baidu-mallCosPlace#8Recall@1: 41.62
visual-place-recognition-on-gardens-pointCosPlace#4Recall@1: 74.00
visual-place-recognition-on-hawkinsCosPlace#5Recall@1: 31.36
visual-place-recognition-on-laurel-cavernsCosPlace#7Recall@1: 24.11
visual-place-recognition-on-mapillary-valCosPlace (ResNet-101 2048-D)#10Recall@1: 86.7Recall@5: 92.1Recall@10: 93.4
visual-place-recognition-on-mapillary-valCosPlace#16Recall@5: 89.9Recall@10: 91.8
visual-place-recognition-on-mid-atlanticCosPlace#7Recall@1: 20.79
visual-place-recognition-on-mslsCosPlace#3Recall@1: 79.6
visual-place-recognition-on-nardo-airCosPlace#7Recall@1: 0
visual-place-recognition-on-nardo-air-rCosPlace#2Recall@1: 91.55
visual-place-recognition-on-oxford-robotcar-4CosPlace#2Recall@1: 91.10
visual-place-recognition-on-pittsburgh-250kCosPlace#11Recall@1: 91.5Recall@10: 97.9Recall@5: 96.9
visual-place-recognition-on-pittsburgh-30kCosPlace#12Recall@1: 90.45
visual-place-recognition-on-pittsburgh-30kCosPlace (ResNet-101 2048-D)#13Recall@1: 90.4Recall@5: 95.7
visual-place-recognition-on-sf-xl-test-v1CosPlace#3Recall@1: 64.7Recall@10: 76.6Recall@5: 73.3
visual-place-recognition-on-sf-xl-test-v2CosPlace#3Recall@1: 83.4Recall@5: 91.6Recall@10: 94.1
visual-place-recognition-on-st-luciaCosPlace#7Recall@1: 99.59Recall@5: 99.9
visual-place-recognition-on-tokyo247CosPlace#10Recall@1: 82.2
visual-place-recognition-on-tokyo247CosPlace (ResNet-101 2048-D)#12Recall@5: 95.9Recall@10: 96.5
visual-place-recognition-on-vp-airCosPlace#6Recall@1: 8.12