Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking

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Benchmark	Model	Rank	Results
image-retrieval-on-roxford-hard	HesAff–rSIFT–HQE+SP	#10	mAP: 49.7
image-retrieval-on-roxford-hard	HesAff–rSIFT–HQE	#12	mAP: 41.3
image-retrieval-on-roxford-hard	HesAff–rSIFT–ASMK*+SP	#14	mAP: 36.7
image-retrieval-on-roxford-hard	HesAff–rSIFT–ASMK*	#15	mAP: 36.4
image-retrieval-on-roxford-hard	HesAff–rSIFT–SMK*+SP	#16	mAP: 35.8
image-retrieval-on-roxford-hard	HesAff–rSIFT–SMK*	#17	mAP: 35.4
image-retrieval-on-roxford-hard	HesAff–rSIFT–VLAD	#22	mAP: 13.2
image-retrieval-on-roxford-medium	HesAff–rSIFT–HQE+SP	#9	mAP: 71.3
image-retrieval-on-roxford-medium	HesAff–rSIFT–HQE	#11	mAP: 66.3
image-retrieval-on-roxford-medium	HesAff–rSIFT–ASMK*+SP	#15	mAP: 60.6
image-retrieval-on-roxford-medium	HesAff–rSIFT–ASMK*	#16	mAP: 60.4
image-retrieval-on-roxford-medium	HesAff–rSIFT–SMK*+SP	#17	mAP: 59.8
image-retrieval-on-roxford-medium	HesAff–rSIFT–SMK*	#18	mAP: 59.4
image-retrieval-on-roxford-medium	HesAff–rSIFT–VLAD	#23	mAP: 33.9
image-retrieval-on-rparis-hard	HesAff–rSIFT–HQE+SP	#15	mAP: 45.1
image-retrieval-on-rparis-hard	HesAff–rSIFT–HQE	#16	mAP: 44.7
image-retrieval-on-rparis-hard	HesAff–rSIFT–ASMK*+SP	#18	mAP: 35.0
image-retrieval-on-rparis-hard	HesAff–rSIFT–ASMK*	#19	mAP: 34.5
image-retrieval-on-rparis-hard	HesAff–rSIFT–SMK*+SP	#20	mAP: 31.3
image-retrieval-on-rparis-hard	HesAff–rSIFT–SMK*	#21	mAP: 31.2
image-retrieval-on-rparis-hard	HesAff–rSIFT–VLAD	#22	mAP: 17.5
image-retrieval-on-rparis-medium	HesAff–rSIFT–HQE+SP	#15	mAP: 70.2
image-retrieval-on-rparis-medium	HesAff–rSIFT–HQE	#17	mAP: 68.9
image-retrieval-on-rparis-medium	HesAff–rSIFT–ASMK*+SP	#19	mAP: 61.4
image-retrieval-on-rparis-medium	HesAff–rSIFT–ASMK*	#20	mAP: 61.2
image-retrieval-on-rparis-medium	HesAff–rSIFT–SMK*+SP	#21	mAP: 59.2
image-retrieval-on-rparis-medium	HesAff–rSIFT–SMK*	#22	mAP: 59.0
image-retrieval-on-rparis-medium	HesAff–rSIFT–VLAD	#23	mAP: 43.6