Towards Robust Evaluation for Geospatial Foundation Models
☆291Jul 17, 2025Updated last year
Alternatives and similar repositories for pangaea-bench
Users that are interested in pangaea-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆217Jul 22, 2026Updated 3 months ago
- ☆219Oct 16, 2025Updated last year
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆879Updated this week
- ☆99Oct 24, 2024Updated 2 years ago
- Multi-label guided soft contrastive learning for efficient Earth observation pretraining☆25Jun 3, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆1,972May 7, 2026Updated 5 months ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆151Oct 2, 2025Updated last year
- ☆99Sep 28, 2026Updated last month
- [ICCV 2025] Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?☆31Sep 16, 2025Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆196Sep 28, 2026Updated last month
- The Clay Foundation Model - An open source AI model and interface for Earth☆625May 11, 2026Updated 5 months ago
- Repo for testing foundation models☆57Feb 6, 2026Updated 9 months ago
- ☆80Nov 1, 2023Updated 3 years ago
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆33Sep 18, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [CVPR26] TESSERA is a foundation model that can process time-series satellite imagery for applications such as land classification and ca…☆774Aug 17, 2026Updated 2 months ago
- Official repo for the paper "No One Knows the State-of-the-Art in Geospatial Foundation Models"☆31Jul 13, 2026Updated 3 months ago
- A curated list of papers that focus on how to represent Earth data in embedding space — spatial, temporal, or semantic — and how those em…☆121Oct 2, 2026Updated last month
- TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).☆168Oct 14, 2025Updated last year
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆302Apr 20, 2024Updated 2 years ago
- This repository contains the official implementation of the paper "LandSegmenter: Towards a Flexible Foundation Model for Land Use and La…☆47Updated this week
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,234Updated this week
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆25Feb 7, 2025Updated last year
- Code repository for EarthShift: Benchmarking the robustness of geospatial foundation models (GFMs) to realistic distribution shifts in Ea…☆42Oct 29, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆335Feb 13, 2025Updated last year
- ☆42Jun 29, 2024Updated 2 years ago
- One line code to get any remote sensing foundation model embeddings for any place and any time☆169Updated this week
- TerraMind is the first any-to-any generative foundation model for Earth Observation, built by IBM and ESA.☆332Updated this week
- Emulator of AlphaEarth☆90Apr 30, 2026Updated 6 months ago
- Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.☆31Aug 10, 2026Updated 2 months ago
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆57Apr 10, 2025Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆287Jun 10, 2026Updated 4 months ago
- Earth system foundation model data, training, and eval☆362Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- TerraFM is a scalable foundation model for unified multisensor Earth observation, trained on 18.7M Sentinel-1/2 tiles and achieving state…☆52Jun 9, 2025Updated last year
- A curated list of awesome vision and language resources for earth observation.☆260Mar 23, 2025Updated last year
- Official code of the paper "Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation"☆48Oct 3, 2025Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆65Jan 6, 2026Updated 10 months ago
- Code for GEO-Bench V2 datasets. Made in collaboration with TUM, IBM and ServiceNow.☆30Sep 4, 2026Updated 2 months ago
- PyTorch implementation of SatCLIP☆380Oct 29, 2026Updated last week
- Benchmark harness/toolkit for evaluating Geospatial Foundation Models (GFM). Independently developed with long-term updates and maintenan…☆37Updated this week