Image Retrieval on ROxford (Hard)

Metric: mAP (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide extra data

#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	SuperGlobal	80.2	No	Global Features are All You Need for Image Retri...	2023-08-14	Code
2	AMES	80	No	AMES: Asymmetric and Memory-Efficient Similarity...	2024-08-06	Code
3	Hypergraph propagation+community selection	73	No	-	-	Code
4	Token	66.57	No	Learning Token-based Representation for Image Re...	2021-12-12	Code
5	DELG+ α QE reranking+ RRT reranking	64	No	Instance-level Image Retrieval using Reranking T...	2021-03-22	Code
6	FIRe	61.2	No	Learning Super-Features for Image Retrieval	2022-01-31	Code
7	HOW	56.9	No	Learning and aggregating deep local descriptors ...	2020-07-26	Code
8	ResNet101+ArcFace GLDv2-train-clean	51.6	No	Google Landmarks Dataset v2 -- A Large-Scale Ben...	2020-04-03	Code
9	DELF–HQE+SP	50.3	No	Large-Scale Image Retrieval with Attentive Deep ...	2016-12-19	Code
10	HesAff–rSIFT–HQE+SP	49.7	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
11	DELF–ASMK*+SP	43.1	No	Large-Scale Image Retrieval with Attentive Deep ...	2016-12-19	Code
12	HesAff–rSIFT–HQE	41.3	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
13	R–GeM	38.5	No	Fine-tuning CNN Image Retrieval with No Human An...	2017-11-03	Code
14	HesAff–rSIFT–ASMK*+SP	36.7	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
15	HesAff–rSIFT–ASMK*	36.4	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
16	HesAff–rSIFT–SMK*+SP	35.8	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
17	HesAff–rSIFT–SMK*	35.4	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
18	R–R-MAC	32.4	No	Particular object retrieval with integral max-po...	2015-11-18	Code
19	Dino	24.3	Yes	Emerging Properties in Self-Supervised Vision Tr...	2021-04-29	Code
20	R – [O] –MAC	18	No	Particular object retrieval with integral max-po...	2015-11-18	Code
21	R – [O] –CroW	13.3	No	Cross-dimensional Weighting for Aggregated Deep ...	2015-12-13	Code
22	HesAff–rSIFT–VLAD	13.2	No	Revisiting Oxford and Paris: Large-Scale Image R...	2018-03-29	Code
23	R – [O] –SPoC	12.4	No	Aggregating Deep Convolutional Features for Imag...	2015-10-26	Code