TorchSpatial offers a comprehensive framework and benchmark suite designed to advance Spatial Representation Learning (SRL).
☆168Oct 14, 2025Updated 11 months ago
Alternatives and similar repositories for TorchSpatial
Users that are interested in TorchSpatial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLMGeo: Benchmarking Large Language Models on Image Geolocation In-the-wild☆16Oct 31, 2024Updated last year
- ☆109Jul 23, 2024Updated 2 years ago
- ☆19Jul 2, 2026Updated 3 months ago
- [ICML 2026] Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding☆23Mar 13, 2026Updated 6 months ago
- ☆27Jul 13, 2023Updated 3 years ago
- 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.
- Towards Robust Evaluation for Geospatial Foundation Models☆288Jul 17, 2025Updated last year
- Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distribution…☆142Nov 15, 2022Updated 3 years ago
- Code for running baseline models/experiments with the Fields of The World dataset☆160Aug 19, 2026Updated last month
- [ISPRS 2026] The P3 Dataset: Pixels, Points and Polygons for Multimodal Building Vectorization☆48May 27, 2026Updated 4 months ago
- ☆15Jun 27, 2025Updated last year
- Presence-Only Geographical Priors for Fine-Grained Image Classification - ICCV 2019☆33Jul 22, 2023Updated 3 years ago
- ☆17May 3, 2023Updated 3 years ago
- [ICML 2024] GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model☆78Feb 1, 2026Updated 8 months ago
- ☆189May 6, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Oct 2, 2026Updated last week
- Official Implementation of Geo2Vec oral presented @ [AAAI '2026]☆40Sep 3, 2026Updated last month
- GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning☆34Jan 19, 2025Updated last year
- ☆99Oct 24, 2024Updated last year
- Dynamic, high-resolution poverty measurement in data-scarce environments☆11Dec 8, 2024Updated last year
- PyTorch implementation of SatCLIP☆377Jun 12, 2026Updated 3 months ago
- [NeurIPS 2024] Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth☆80Nov 9, 2025Updated 11 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆280Jun 10, 2026Updated 4 months ago
- ☆16Dec 15, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆265Aug 10, 2025Updated last year
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆14Jun 29, 2023Updated 3 years ago
- One line code to get any remote sensing foundation model embeddings for any place and any time☆159Sep 27, 2026Updated last week
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆134Sep 18, 2026Updated 3 weeks ago
- ☆29Apr 23, 2025Updated last year
- Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning (ICLR 2026)☆16Feb 24, 2026Updated 7 months ago
- The Galileo family of pretrained remote sensing models☆203Apr 21, 2026Updated 5 months ago
- ☆23Aug 18, 2025Updated last year
- Official implementation of the paper "Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs"☆30Sep 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Repository for the IJGIS paper "Zero-shot urban function inference with street view images through prompting a pre-trained vision-languag…☆28May 25, 2024Updated 2 years ago
- Geospatial Image Labeling Tool (GeoVision Labeler)☆84Apr 21, 2026Updated 5 months ago
- This is an official PyTorch implementation of our NeurIPS 2023 paper "GeoCLIP: Clip-Inspired Alignment between Locations and Images for E…☆402Sep 3, 2026Updated last month
- A graph neural network framework for spatial geodemographic classification☆13Oct 21, 2024Updated 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 9 months ago
- Gengchen Mai, Krzysztof Janowicz, Ling Cai, Rui Zhu, Blake Regalia, Bo Yan, Meilin Shi, Ni Lao. SE-KGE: A Location-Aware Knowledge Graph …☆24Jun 22, 2022Updated 4 years 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…☆115Oct 2, 2026Updated last week