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/PIGEOTTO

PIGEOTTO

Reported on 60 benchmarks across 2 tasks · 1 paper · 54 SOTA

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

Computer Vision30 results

Image ClassificationonIm2GPS3k
City level (25 km)· 2023-07-11
36.7
best: 45.05 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS3k
Continent level (2500 km)· 2023-07-11
85.3
best: 89.29 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS3k
Country level (750 km)· 2023-07-11
72.4
best: 76.31 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS3k
Median Error (km)· 2023-07-11
147.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS3k
Region level (200 km)· 2023-07-11
53.8
best: 61.49 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
City level (25 km)· 2023-07-11
40.9
best: 43 (ISNs (M, f*, S3))
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
Continent level (2500 km)· 2023-07-11
91.1
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
Country level (750 km)· 2023-07-11
82.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
Median Error (km)· 2023-07-11
70.5
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
Region level (200 km)· 2023-07-11
63.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
City level (25 km)· 2023-07-11
25.8
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
Continent level (2500 km)· 2023-07-11
79
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
Country level (750 km)· 2023-07-11
63.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
Median Error (km)· 2023-07-11
333.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
Region level (200 km)· 2023-07-11
42.7
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC26k
Street level (1 km)· 2023-07-11
10.5
best: 11.6 (GeoCLIP)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
City level (25 km)· 2023-07-11
9.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
Continent level (2500 km)· 2023-07-11
85.1
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
Country level (750 km)· 2023-07-11
65.7
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
Median Error (km)· 2023-07-11
415.4
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
Region level (200 km)· 2023-07-11
31.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
City (25 km)· 2023-07-11
23.7
best: 43.54 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
Continent (2500 km)· 2023-07-11
77.7
best: 82.45 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
Country (750 km)· 2023-07-11
62.2
best: 69.79 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
Median Error (km)· 2023-07-11
383
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
Region (200 km)· 2023-07-11
40.6
best: 54.32 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonYFCC4k
Street (1 km)· 2023-07-11
10.4
best: 32.94 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS3k
Street level (1 km)· 2023-07-11
11.3
best: 18.79 (GeoRanker)
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonIm2GPS
Street level (1 km)· 2023-07-11
14.8
best: 16.9 (ISNs (M, f*, S3))
PIGEON: Predicting Image Geolocations arXiv:2307.05845
Image ClassificationonGWS15k
Street level (1 km)· 2023-07-11
0.7
PIGEON: Predicting Image Geolocations arXiv:2307.05845

Graphs30 results

4K 60FpsonIm2GPS3k
City level (25 km)· 2023-07-11
36.7
best: 45.05 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS3k
Continent level (2500 km)· 2023-07-11
85.3
best: 89.29 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS3k
Country level (750 km)· 2023-07-11
72.4
best: 76.31 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS3k
Median Error (km)· 2023-07-11
147.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS3k
Region level (200 km)· 2023-07-11
53.8
best: 61.49 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
City level (25 km)· 2023-07-11
40.9
best: 43 (ISNs (M, f*, S3))
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
Continent level (2500 km)· 2023-07-11
91.1
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
Country level (750 km)· 2023-07-11
82.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
Median Error (km)· 2023-07-11
70.5
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
Region level (200 km)· 2023-07-11
63.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
City level (25 km)· 2023-07-11
25.8
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
Continent level (2500 km)· 2023-07-11
79
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
Country level (750 km)· 2023-07-11
63.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
Median Error (km)· 2023-07-11
333.3
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
Region level (200 km)· 2023-07-11
42.7
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC26k
Street level (1 km)· 2023-07-11
10.5
best: 11.6 (GeoCLIP)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
City level (25 km)· 2023-07-11
9.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
Continent level (2500 km)· 2023-07-11
85.1
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
Country level (750 km)· 2023-07-11
65.7
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
Median Error (km)· 2023-07-11
415.4
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
Region level (200 km)· 2023-07-11
31.2
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
City (25 km)· 2023-07-11
23.7
best: 43.54 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
Continent (2500 km)· 2023-07-11
77.7
best: 82.45 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
Country (750 km)· 2023-07-11
62.2
best: 69.79 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
Median Error (km)· 2023-07-11
383
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
Region (200 km)· 2023-07-11
40.6
best: 54.32 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonYFCC4k
Street (1 km)· 2023-07-11
10.4
best: 32.94 (GeoRanker)
SOTA
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS3k
Street level (1 km)· 2023-07-11
11.3
best: 18.79 (GeoRanker)
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonIm2GPS
Street level (1 km)· 2023-07-11
14.8
best: 16.9 (ISNs (M, f*, S3))
PIGEON: Predicting Image Geolocations arXiv:2307.05845
4K 60FpsonGWS15k
Street level (1 km)· 2023-07-11
0.7
PIGEON: Predicting Image Geolocations arXiv:2307.05845