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Published at December 5

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models

cs.CV

Released Date: December 5, 2024

Authors: Valerio Marsocci¹, Yuru Jia², Georges Le Bellier³, David Kerekes², Liang Zeng¹, Sebastian Hafner⁴, Sebastian Gerard⁴, Eric Brune², Ritu Yadav², Ali Shibli², Heng Fang², Yifang Ban², Maarten Vergauwen¹, Nicolas Audebert³, Andrea Nascetti²

Aff.: ¹KU Leuven; ²KTH; ³CNAM; ⁴University of Glasgow

Arxiv: http://arxiv.org/pdf/2412.04204v1

Model	w/o matching	w/ matching	% diff
	FiveBillionPixels
CROMA	51.83	21.10	-59%
Prithvi	46.81	30.99	-34%
S12-DINO	51.15	36.75	-28%