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Image Classification
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Im2GPS3k
Image Classification on Im2GPS3k
Metric: Country level (750 km) (higher is better)
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Sort:
Country level (750 km) (best first)
Country level (750 km) (worst first)
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Model name (A→Z)
#
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
-
#1
GeoRanker
SOTA
76.31
Country level (750 km)
· 2025-05-19
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
#2
PIGEOTTO
SOTA
72.4
Country level (750 km)
· 2023-07-11
PIGEON: Predicting Image Geolocations
Code
#3
G3
71.24
Country level (750 km)
· 2024-05-23
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
Code
#4
GeoCLIP
69.7
Country level (750 km)
· 2023-09-27
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
Code
#5
StreetCLIP (Zero-Shot)
SOTA
61.3
Country level (750 km)
· 2023-02-01
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization
Code
#6
GeoDecoder
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
#7
Translocator
SOTA
58.9
Country level (750 km)
· 2022-04-29
Where in the World is this Image? Transformer-based Geo-localization in the Wild
Code
#8
ISNs (M, f*, S3)
49.7
Country level (750 km)
No paper
Code
#9
base (M, f*)
49.2
Country level (750 km)
No paper
Code
#10
base (L, m)
48.8
Country level (750 km)
No paper
Code
#11
CPlaNet (1-5, PlaNet)
SOTA
48.6
Country level (750 km)
· 2018-08-06
CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
#12
Im2GPS (kNN, sigma = 4)
SOTA
38.9
Country level (750 km)
· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era
#13
Im2GPS ([M] 7011C)
33.5
Country level (750 km)
· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era
#14
Im2GPS ([L] 7011C)
32.6
Country level (750 km)
· 2017-05-13
Revisiting IM2GPS in the Deep Learning Era