Global Proxy-based Hard Mining for Visual Place Recognition

Benchmark Model Rank Results
visual-place-recognition-on-nordlandNetVLAD (with GPM)#17Recall@1: 44.9Recall@5: 50.2
visual-place-recognition-on-spedGPM (ResNet-50 NetVLAD, MS+OHM)#19Recall@1: 79.4Recall@5: 90.6Recall@10: 93.2
visual-place-recognition-on-pittsburgh-250k-testNetVLAD (with GPM)#23Recall@1: 91.5Recall@10: 98.1Recall@5: 97.2
visual-place-recognition-on-pittsburgh-30k-testGPM (256-D proxy head)#29Recall@1: 89.4
visual-place-recognition-on-mapillary-valNetVLAD (with GPM)#30Recall@1: 82.0Recall@5: 90.4Recall@10: 91.4