OpenCodePapers
photo-geolocation-estimation-on-im2gps3k
Photo geolocation estimation
Results over time
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Paper
Code
Street level (1 km)
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City level (25 km)
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Region level (200 km)
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Country level (750 km)
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Continent level (2500 km)
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Training Images
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Median Error (km)
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ModelName
ReleaseDate
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GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
18.79
45.05
61.49
76.31
89.29
100K
GeoRanker
2025-05-19
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
✓ Link
16.65
40.94
55.56
71.24
84.68
4.12M
G3
2024-05-23
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
✓ Link
14.1
34.5
50.7
69.7
83.8
4.7M
GeoCLIP
2023-09-27
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes
12.8
33.5
45.9
61.0
76.1
4.7M
GeoDecoder
2023-03-07
Where in the World is this Image? Transformer-based Geo-localization in the Wild
✓ Link
11.8
31.1
46.7
58.9
80.1
4.7M
Translocator
2022-04-29
PIGEON: Predicting Image Geolocations
✓ Link
11.3
36.7
53.8
72.4
85.3
4.5M
147.3
PIGEOTTO
2023-07-11
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification
✓ Link
10.5
28.0
36.6
49.7
66.0
4.7M
ISNs (M, f*, S3)
2018-09-01
CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps
10.2
26.5
34.6
48.6
64.4
30.3M
CPlaNet (1-5, PlaNet)
2018-08-06
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification
✓ Link
9.7
27.0
35.6
49.2
66.0
4.7M
base (M, f*)
2018-09-01
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification
✓ Link
8.3
24.9
34.0
48.8
65.8
4.7M
base (L, m)
2018-09-01
Revisiting IM2GPS in the Deep Learning Era
7.2
19.4
26.9
38.9
55.9
6M
Im2GPS (kNN, sigma = 4)
2017-05-13
Revisiting IM2GPS in the Deep Learning Era
4.0
14.8
21.4
32.6
52.4
6M
Im2GPS ([L] 7011C)
2017-05-13
Revisiting IM2GPS in the Deep Learning Era
3.7
14.2
21.3
33.5
52.7
6M
Im2GPS ([M] 7011C)
2017-05-13
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization
✓ Link
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22.4
37.4
61.3
80.4
1.1M
StreetCLIP (Zero-Shot)
2023-02-01