Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/G3

G3

Reported on 20 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision10 results

Image ClassificationonIm2GPS3k
City level (25 km)· 2024-05-23
40.94
best: 45.05 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonIm2GPS3k
Region level (200 km)· 2024-05-23
55.56
best: 61.49 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonIm2GPS3k
Street level (1 km)· 2024-05-23
16.65
best: 18.79 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonYFCC4k
City (25 km)· 2024-05-23
35.89
best: 43.54 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonYFCC4k
Continent (2500 km)· 2024-05-23
78.15
best: 82.45 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonYFCC4k
Country (750 km)· 2024-05-23
64.26
best: 69.79 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonYFCC4k
Region (200 km)· 2024-05-23
46.98
best: 54.32 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonYFCC4k
Street (1 km)· 2024-05-23
23.99
best: 32.94 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonIm2GPS3k
Continent level (2500 km)· 2024-05-23
84.68
best: 89.29 (GeoRanker)
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
Image ClassificationonIm2GPS3k
Country level (750 km)· 2024-05-23
71.24
best: 76.31 (GeoRanker)
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702

Graphs10 results

4K 60FpsonIm2GPS3k
City level (25 km)· 2024-05-23
40.94
best: 45.05 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonIm2GPS3k
Region level (200 km)· 2024-05-23
55.56
best: 61.49 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonIm2GPS3k
Street level (1 km)· 2024-05-23
16.65
best: 18.79 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonYFCC4k
City (25 km)· 2024-05-23
35.89
best: 43.54 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonYFCC4k
Continent (2500 km)· 2024-05-23
78.15
best: 82.45 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonYFCC4k
Country (750 km)· 2024-05-23
64.26
best: 69.79 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonYFCC4k
Region (200 km)· 2024-05-23
46.98
best: 54.32 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonYFCC4k
Street (1 km)· 2024-05-23
23.99
best: 32.94 (GeoRanker)
SOTA
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonIm2GPS3k
Continent level (2500 km)· 2024-05-23
84.68
best: 89.29 (GeoRanker)
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702
4K 60FpsonIm2GPS3k
Country level (750 km)· 2024-05-23
71.24
best: 76.31 (GeoRanker)
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models arXiv:2405.14702