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Models/GeoDecoder

GeoDecoder

Reported on 30 benchmarks across 2 tasks · 1 paper · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision15 results

Image ClassificationonIm2GPS3k
City level (25 km)· 2023-03-07
33.5
best: 45.05 (GeoRanker)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonIm2GPS3k
Street level (1 km)· 2023-03-07
12.8
best: 18.79 (GeoRanker)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonYFCC26k
City level (25 km)· 2023-03-07
23.9
best: 25.8 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonYFCC26k
Continent level (2500 km)· 2023-03-07
69
best: 79 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonYFCC26k
Country level (750 km)· 2023-03-07
49.6
best: 63.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonYFCC26k
Region level (200 km)· 2023-03-07
34.1
best: 42.7 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonYFCC26k
Street level (1 km)· 2023-03-07
10.1
best: 11.6 (GeoCLIP)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonGWS15k
City level (25 km)· 2023-03-07
1.5
best: 9.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonGWS15k
Continent level (2500 km)· 2023-03-07
50.5
best: 85.1 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonGWS15k
Country level (750 km)· 2023-03-07
26.9
best: 65.7 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonGWS15k
Region level (200 km)· 2023-03-07
8.7
best: 31.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonGWS15k
Street level (1 km)· 2023-03-07
0.7
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonIm2GPS3k
Continent level (2500 km)· 2023-03-07
76.1
best: 89.29 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonIm2GPS3k
Country level (750 km)· 2023-03-07
61
best: 76.31 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
Image ClassificationonIm2GPS3k
Region level (200 km)· 2023-03-07
45.9
best: 61.49 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249

Graphs15 results

4K 60FpsonIm2GPS3k
City level (25 km)· 2023-03-07
33.5
best: 45.05 (GeoRanker)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonIm2GPS3k
Street level (1 km)· 2023-03-07
12.8
best: 18.79 (GeoRanker)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonYFCC26k
City level (25 km)· 2023-03-07
23.9
best: 25.8 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonYFCC26k
Continent level (2500 km)· 2023-03-07
69
best: 79 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonYFCC26k
Country level (750 km)· 2023-03-07
49.6
best: 63.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonYFCC26k
Region level (200 km)· 2023-03-07
34.1
best: 42.7 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonYFCC26k
Street level (1 km)· 2023-03-07
10.1
best: 11.6 (GeoCLIP)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonGWS15k
City level (25 km)· 2023-03-07
1.5
best: 9.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonGWS15k
Continent level (2500 km)· 2023-03-07
50.5
best: 85.1 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonGWS15k
Country level (750 km)· 2023-03-07
26.9
best: 65.7 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonGWS15k
Region level (200 km)· 2023-03-07
8.7
best: 31.2 (PIGEOTTO)
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonGWS15k
Street level (1 km)· 2023-03-07
0.7
SOTA
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonIm2GPS3k
Continent level (2500 km)· 2023-03-07
76.1
best: 89.29 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonIm2GPS3k
Country level (750 km)· 2023-03-07
61
best: 76.31 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249
4K 60FpsonIm2GPS3k
Region level (200 km)· 2023-03-07
45.9
best: 61.49 (GeoRanker)
Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes arXiv:2303.04249