Image Retrieval on University-1652

Metric: Recall@1 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall@1▼	Extra Data	Paper	Date↕	Code
1	CV-Cities	97.43	No	CV-Cities: Advancing Cross-View Geo-Localization...	2024-11-19	Code
2	Orientation-Guided Sample4Geo	96.13	No	Orientation-Guided Contrastive Learning for UAV-...	2023-08-02	-
3	Sample4Geo	92.65	No	Sample4Geo: Hard Negative Sampling For Cross-Vie...	2023-03-21	Code
4	Cross-view Consistent Attention	91.57	No	-	-	Code
5	FSRA	87.87	No	A Transformer-Based Feature Segmentation and Reg...	2022-01-23	Code
6	LPN + USAM	86.59	No	-	-	Code
7	LPN	86.45	No	Each Part Matters: Local Patterns Facilitate Cro...	2020-08-26	Code
8	SAFA + USAM	83.23	No	-	-	Code
9	FSRA	82.25	No	A Transformer-Based Feature Segmentation and Reg...	2022-01-23	Code
10	RK-Net	80.17	No	-	-	Code
11	LPN + USAM	77.6	No	-	-	Code
12	LPN	75.93	No	Each Part Matters: Local Patterns Facilitate Cro...	2020-08-26	Code
13	SAFA + USAM	72.19	No	-	-	Code
14	Instance Loss	71.18	No	University-1652: A Multi-view Multi-source Bench...	2020-02-27	Code
15	GNN-Reranking	70.3	No	Understanding Image Retrieval Re-Ranking: A Grap...	2020-12-14	Code
16	RK-Net	66.13	No	-	-	Code
17	Instance Loss	58.49	No	University-1652: A Multi-view Multi-source Bench...	2020-02-27	Code

#1CV-CitiesSOTA
97.43
Recall@1· 2024-11-19
CV-Cities: Advancing Cross-View Geo-Localization in Global Cities Code
#2Orientation-Guided Sample4GeoSOTA
96.13
Recall@1· 2023-08-02
Orientation-Guided Contrastive Learning for UAV-View Geo-Localisation
#3Sample4GeoSOTA
92.65
Recall@1· 2023-03-21
Sample4Geo: Hard Negative Sampling For Cross-View Geo-Localisation Code
#4Cross-view Consistent Attention
91.57
Recall@1
No paperCode
#5FSRASOTA
87.87
Recall@1· 2022-01-23
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Code
#6LPN + USAM
86.59
Recall@1
No paperCode
#7LPNSOTA
86.45
Recall@1· 2020-08-26
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization Code
#8SAFA + USAM
83.23
Recall@1
No paperCode
#9FSRA
82.25
Recall@1· 2022-01-23
A Transformer-Based Feature Segmentation and Region Alignment Method For UAV-View Geo-Localization Code
#10RK-Net
80.17
Recall@1
No paperCode
#11LPN + USAM
77.6
Recall@1
No paperCode
#12LPN
75.93
Recall@1· 2020-08-26
Each Part Matters: Local Patterns Facilitate Cross-view Geo-localization Code
#13SAFA + USAM
72.19
Recall@1
No paperCode
#14Instance LossSOTA
71.18
Recall@1· 2020-02-27
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization Code
#15GNN-Reranking
70.3
Recall@1· 2020-12-14
Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective Code
#16RK-Net
66.13
Recall@1
No paperCode
#17Instance Loss
58.49
Recall@1· 2020-02-27
University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization Code