Cover Image

PANGAEA: A Global and Inclusive Benchmark for Geospatial Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Marsocci, Valerio, Jia, Yuru, Bellier, Georges Le, Kerekes, David, Zeng, Liang, Hafner, Sebastian, Gerard, Sebastian, Brune, Eric, Yadav, Ritu, Shibli, Ali, Fang, Heng, Ban, Yifang, Vergauwen, Maarten, Audebert, Nicolas, Nascetti, Andrea
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?
by: Jia, Yuru, et al.
Published: (2025)

Low-Rank Adaptation of Geospatial Foundation Models for Wildfire Mapping Using Sentinel-2 Data
by: Shibli, Ali, et al.
Published: (2026)

NeighborMAE: Exploiting Spatial Dependencies between Neighboring Earth Observation Images in Masked Autoencoders Pretraining
by: Zeng, Liang, et al.
Published: (2026)

Noise2Map: End-to-End Diffusion Model for Semantic Segmentation and Change Detection
by: Shibli, Ali, et al.
Published: (2026)

Cross-sensor self-supervised training and alignment for remote sensing
by: Marsocci, Valerio, et al.
Published: (2024)

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection
by: Thoreau, Romain, et al.
Published: (2025)

Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration
by: Hafner, Sebastian, et al.
Published: (2024)

Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models
by: Bellier, Georges Le, et al.
Published: (2024)

FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation
by: Bellier, Georges Le, et al.
Published: (2025)

TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and Prediction
by: Zhao, Yu, et al.
Published: (2024)

COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails
by: Espinosa, Miguel, et al.
Published: (2025)

Synthetic Dataset Generation for Partially Observed Indoor Objects
by: Vermandere, Jelle, et al.
Published: (2026)

Adaptive Scaling with Geometric and Visual Continuity of completed 3D objects
by: Vermandere, Jelle, et al.
Published: (2026)

Semantic UV mapping to improve texture inpainting for indoor scenes
by: Vermandere, Jelle, et al.
Published: (2024)

Scaling Laws for Geospatial Foundation Models: A case study on PhilEO Bench
by: Dionelis, Nikolaos, et al.
Published: (2025)

Impact of ocean data assimilation on the sub‐polar North Atlantic in MPI‐ESM
by: Sebastian Brune, et al.
Published: (2025)

Toward a “Masonic musicology”. Some theoretical issues on the study of Music in relation to Freemasonry
by: David Vergauwen
Published: (2018)

“‘Où peut-on être mieux?’ Masonic music and musicians in 19th-century Brussels”
by: David Vergauwen
Published: (2014)

RADARSAT Constellation Mission Compact Polarisation SAR Data for Burned Area Mapping with Deep Learning
by: Zhao, Yu, et al.
Published: (2024)

Inclusive History Education
by: Barsch, Sebastian
Published: (2025)

Outdated: Data policy of the information system PANGAEA
by: Grobe, Hannes
Published: (2005)

Negritude e relações raciais: racismo e antirracismos no espaço atlântico
by: Cédric Audebert
Published: (2022)

Diásporas negras: las negritudes en movimiento y los movimientos de las negritudes
by: Cédric Audebert
Published: (2023)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI
by: Dionelis, Nikolaos, et al.
Published: (2024)

Eastern extension of the range of the blackspotted stickleback, Gasterosteus wheatlandi, in Newfoundland
by: Garside, E. T., Kerekes, J. J
Published: (1969)

THOR: A Versatile Foundation Model for Earth Observation Climate and Society Applications
by: Forgaard, Theodor, et al.
Published: (2026)

Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation
by: Nogueira, Keiller, et al.
Published: (2026)

Raw VLINDER data August 2020
by: Vergauwen, Thomas, et al.
Published: (2026)

PANGAEA UW-Photo Download Helper for macOS
by: Buschmann, Alexander
Published: (2016)

Outdated: Description and user manual of the information system PANGAEA
by: Grobe, Hannes
Published: (2005)

TACK Tunnel Data (TTD): A Benchmark Dataset for Deep Learning-Based Defect Detection in Tunnels
by: Sjölander, Andreas, et al.
Published: (2025)

Event shapes and Inclusive Hadron Spectra at FCC-ee energies
by: Mathew, Philip, et al.
Published: (2025)

PanGet – downloads multiple data sets from PANGAEA
by: Sieger, Rainer
Published: (2012)

Harvesting AlphaEarth: Benchmarking the Geospatial Foundation Model for Agricultural Downstream Tasks
by: Ma, Yuchi, et al.
Published: (2025)

ERASE -- A Real-World Aligned Benchmark for Unlearning in Recommender Systems
by: Lubitzsch, Pierre, et al.
Published: (2026)

The effect of the ferrofluid magnetic particle concentration on the thermal diffusivity
by: S.M. Shibli
Published: (2001)

MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
by: Cui, Xiangxiang, et al.
Published: (2026)

Conditional computation in neural networks: principles and research trends
by: Scardapane, Simone, et al.
Published: (2024)

COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data
by: Espinosa, Miguel, et al.
Published: (2026)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation
by: Gong, Ziyang, et al.
Published: (2024)