Image Classification on Im2GPS3k

Metric: Country level (750 km) (higher is better)

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#	Model↕	Country level (750 km)▼	Extra Data	Paper	Date↕	Code
1	GeoRanker	76.31	No	GeoRanker: Distance-Aware Ranking for Worldwide ...	2025-05-19	-
2	PIGEOTTO	72.4	No	PIGEON: Predicting Image Geolocations	2023-07-11	Code
3	G3	71.24	No	G3: An Effective and Adaptive Framework for Worl...	2024-05-23	Code
4	GeoCLIP	69.7	No	GeoCLIP: Clip-Inspired Alignment between Locatio...	2023-09-27	Code
5	StreetCLIP (Zero-Shot)	61.3	No	Learning Generalized Zero-Shot Learners for Open...	2023-02-01	Code
6	GeoDecoder	61	No	Where We Are and What We're Looking At: Query Ba...	2023-03-07	-
7	Translocator	58.9	No	Where in the World is this Image? Transformer-ba...	2022-04-29	Code
8	ISNs (M, f*, S3)	49.7	No	-	-	Code
9	base (M, f*)	49.2	No	-	-	Code
10	base (L, m)	48.8	No	-	-	Code
11	CPlaNet (1-5, PlaNet)	48.6	No	CPlaNet: Enhancing Image Geolocalization by Comb...	2018-08-06	-
12	Im2GPS (kNN, sigma = 4)	38.9	No	Revisiting IM2GPS in the Deep Learning Era	2017-05-13	-
13	Im2GPS ([M] 7011C)	33.5	No	Revisiting IM2GPS in the Deep Learning Era	2017-05-13	-
14	Im2GPS ([L] 7011C)	32.6	No	Revisiting IM2GPS in the Deep Learning Era	2017-05-13	-

#1GeoRankerSOTA
76.31
Country level (750 km)· 2025-05-19
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
#2PIGEOTTOSOTA
72.4
Country level (750 km)· 2023-07-11
PIGEON: Predicting Image Geolocations Code
#3G3
71.24
Country level (750 km)· 2024-05-23
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models Code
#4GeoCLIP
69.7
Country level (750 km)· 2023-09-27
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization Code
#5StreetCLIP (Zero-Shot)SOTA
61.3
Country level (750 km)· 2023-02-01
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization Code
#6GeoDecoder
61
Country level (750 km)· 2023-03-07
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes
#7TranslocatorSOTA
58.9
Country level (750 km)· 2022-04-29
Where in the World is this Image? Transformer-based Geo-localization in the Wild Code
#8ISNs (M, f*, S3)
49.7
Country level (750 km)
No paperCode
#9base (M, f*)
49.2
Country level (750 km)
No paperCode
#10base (L, m)
48.8
Country level (750 km)
No paperCode
#11CPlaNet (1-5, PlaNet)SOTA
48.6
Country level (750 km)· 2018-08-06
CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
#12Im2GPS (kNN, sigma = 4)SOTA
38.9
Country level (750 km)· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era
#13Im2GPS ([M] 7011C)
33.5
Country level (750 km)· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era
#14Im2GPS ([L] 7011C)
32.6
Country level (750 km)· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era