Content-Based Image Retrieval on University-1652

Metric: AP (higher is better)

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#	Model↕	AP▼	Extra Data	Paper	Date↕	Code
1	Orientation-Guided Sample4Geo	96.88	No	Orientation-Guided Contrastive Learning for UAV-...	2023-08-02	-
2	CV-Cities	95.01	No	CV-Cities: Advancing Cross-View Geo-Localization...	2024-11-19	Code
3	Sample4Geo	93.81	No	Sample4Geo: Hard Negative Sampling For Cross-Vie...	2023-03-21	Code
4	Cross-view Consistent Attention	93.31	No	-	-	Code
5	FSRA	84.82	No	A Transformer-Based Feature Segmentation and Reg...	2022-01-23	Code
6	FSRA	81.53	No	A Transformer-Based Feature Segmentation and Reg...	2022-01-23	Code
7	LPN + USAM	80.55	No	-	-	Code
8	LPN	79.14	No	Each Part Matters: Local Patterns Facilitate Cro...	2020-08-26	Code
9	LPN + USAM	75.96	No	-	-	Code
10	SAFA + USAM	75.79	No	-	-	Code
11	LPN	74.79	No	Each Part Matters: Local Patterns Facilitate Cro...	2020-08-26	Code
12	GNN-Reranking	74.11	No	Understanding Image Retrieval Re-Ranking: A Grap...	2020-12-14	Code
13	SAFA + USAM	71.77	No	-	-	Code
14	RK-Net	70.23	No	-	-	Code
15	RK-Net	65.76	No	-	-	Code
16	Instance Loss	63.13	No	University-1652: A Multi-view Multi-source Bench...	2020-02-27	Code
17	Instance Loss	58.74	No	University-1652: A Multi-view Multi-source Bench...	2020-02-27	Code

#1Orientation-Guided Sample4GeoSOTA
96.88
AP· 2023-08-02
Orientation-Guided Contrastive Learning for UAV-View Geo-Localisation
#2CV-Cities
95.01
AP· 2024-11-19
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities Code
#3Sample4GeoSOTA
93.81
AP· 2023-03-21
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation Code
#4Cross-view Consistent Attention
93.31
AP
No paperCode
#5FSRASOTA
84.82
AP· 2022-01-23
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Code
#6FSRA
81.53
AP· 2022-01-23
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Code
#7LPN + USAM
80.55
AP
No paperCode
#8LPNSOTA
79.14
AP· 2020-08-26
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization Code
#9LPN + USAM
75.96
AP
No paperCode
#10SAFA + USAM
75.79
AP
No paperCode
#11LPN
74.79
AP· 2020-08-26
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization Code
#12GNN-Reranking
74.11
AP· 2020-12-14
Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective Code
#13SAFA + USAM
71.77
AP
No paperCode
#14RK-Net
70.23
AP
No paperCode
#15RK-Net
65.76
AP
No paperCode
#16Instance LossSOTA
63.13
AP· 2020-02-27
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization Code
#17Instance Loss
58.74
AP· 2020-02-27
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization Code