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Image Retrieval on ROxford + R1M (medium, hard)

66.5mAP (medium)FIRe
38.21245.55652.960.244Jan 31, 2022

Evaluation results

MethodLinks
FIReFCN=R50-, Mem (GB)=6.4, matching=ASMK, max features per image=10002022.0166.540.1
DELF-R-ASMKFCN=R50-, Mem (GB)=27.4, matching=ASMK, max features per image=10002022.016438.1
HOWFCN=R50-, Mem (GB)=7.9, matching=ASMK, max features per image=10002022.0163.636.8
DELGFCN=R101, Mem (GB)=7.6, type=Global descriptors + reranking with local features2022.0162.739.3
DELGFCN=R50, Mem (GB)=7.6, type=Global descriptors + reranking with local features2022.0161.136.8
DELFFCN=R50-, Mem (GB)=9.2, matching=ASMK, max features per image=10002022.0153.831.2
GeM+SOLARFCN=R101, Mem (GB)=7.6, type=Global descriptors2022.0153.529.9
AP-GeMFCN=R101, Mem (GB)=7.6, type=Global descriptors2022.0147.822.5
RMACFCN=R101, Mem (GB)=7.6, type=Global descriptors2022.0139.312.5