[CVPR 2026 Highlight] GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing
☆56Jul 1, 2026Updated 4 months ago
Alternatives and similar repositories for GeoMMAgent
Users that are interested in GeoMMAgent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2026] The official implementation of the paper “Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents”☆236Apr 2, 2026Updated 7 months ago
- Official repository of OpenEarth-Agent☆15Mar 24, 2026Updated 7 months ago
- [NeurIPS 2026 Oral] DORA: Can LLM Agents Respond to Disasters? Benchmarking Heterogeneous Geospatial Reasoning in Emergency Operations☆46Updated this week
- [ECCV 2026 🔥] OpenEarthAgent is a unified framework for tool-augmented geospatial agents.☆138Oct 26, 2026Updated 2 weeks ago
- ☆17Aug 2, 2026Updated 3 months 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.
- ☆22May 21, 2026Updated 5 months ago
- [AAAI 26] Official repo of "RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow"☆18Nov 24, 2025Updated 11 months ago
- [CVPR 2025 🔥] EarthDial: Turning Multi-Sensory Earth Observations to Interactive Dialogues.☆149Jun 20, 2025Updated last year
- [NeurIPS 2026] Official code of "EO-WM: Toward Physically Informed World Modeling for Probabilistic Earth Observation Forecasting"☆38Oct 26, 2026Updated 2 weeks ago
- [AAAI 2026] Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description☆12Oct 10, 2026Updated last month
- Awesome Remote Sensing Vision-Language Datasets☆106Nov 6, 2026Updated last week
- [ICML 2026] Text Before Vision: Staged Knowledge Injection Matters for Agentic RLVR in Ultra-High-Resolution Remote Sensing Understanding☆23Mar 13, 2026Updated 8 months ago
- 🔥🔥A Family of Multi-Sensor, Multi-Granularity Vision-Language Models for Earth Observation Understanding☆149Jun 15, 2026Updated 4 months ago
- 🌍 A curated list of awesome AI agents for Remote Sensing applications 🛰️☆25Jul 3, 2026Updated 4 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multi-task Siamese Network Guided by Enhanced Change Information for Semantic Change Detection in Bi-Temporal Remote Sensing Images☆12Dec 19, 2024Updated last year
- An universal building damage assessment framework to meet the needs of timely and reliable emergency rescue.☆13Aug 30, 2026Updated 2 months ago
- This is the pytorch implement of our paper "A Million-Scale 159-Category Dataset and Foundation Model for Universal Remote Sensing Object…☆34Oct 20, 2026Updated 3 weeks ago
- Code Repo for Earth Observation for Disaster Mapping: Benchmarks, Methods, Challenges and Future Perspectives☆75Oct 16, 2026Updated 3 weeks ago
- ☆13May 15, 2025Updated last year
- LLM-agents benchmark set of geospatial tasks requiring multi-step tool use; and LLM-as-Judge based evaluation framework.☆35Aug 30, 2026Updated 2 months ago
- Official implementation and checkpoints of GeoLink remote sensing foundation model in NeurIPS2025.☆71Oct 6, 2025Updated last year
- ☆37Jul 1, 2024Updated 2 years ago
- [TGRS 2023] Point Label Meets Remote Sensing Change Detection: A Consistency-Aligned Regional Growth Network☆15Jan 5, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ISPRS2026] DVGBench: Implicit-to-Explicit Visual Grounding Benchmark in UAV Imagery with Large Vision-Language Models☆34Mar 24, 2026Updated 7 months ago
- [CVPR 2026 Highlight] SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images☆73Jun 18, 2026Updated 4 months ago
- Code and updates for the ScoreRS project.☆44Sep 19, 2025Updated last year
- Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism☆13Dec 7, 2025Updated 11 months ago
- [TPAMI2026] VecLang source code☆20Oct 29, 2026Updated 2 weeks ago
- A collection of papers related to Geo-spatial Information Science in NeurIPS 2024.☆56Jan 5, 2025Updated last year
- [IEEE TGRS 26] RemoteAgent: Bridging Vague Human Intents and Earth Observation with RL-based Agentic MLLMs☆28Aug 25, 2026Updated 2 months ago
- [ACM MM 25] Official repo of "RemoteSAM: Towards Segment Anything for Earth Observation"☆255Jan 4, 2026Updated 10 months ago
- A collection of papers related to Geo-spatial Information Science in CVPR 2025.☆40Apr 1, 2025Updated last year
- 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.
- The official implementation for the 1st-place winner solution of GRSS DFC 2025 track1 'All Wheather Land Cover Mapping'☆15Apr 17, 2025Updated last year
- [ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster response☆262Jul 21, 2026Updated 3 months ago
- [CVPR 2026] ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks☆56Jun 18, 2026Updated 4 months ago
- [Nature Machine Intelligence 2025] This repository is the official implementation of the paper "A semantic-enhanced multi-modal remote se…☆250Sep 18, 2025Updated last year
- RSJEV: Discriminative Remote Sensing Scene Classification with Multimodal Large Language Models☆14Oct 8, 2026Updated last month
- 【GRSL 2021】ASEA for Change Detection☆11Sep 1, 2026Updated 2 months ago
- The official repo of CrossEarth-SAR, a sar-centric and billion-scale geospatial foundation model for cross-domain semantic segmentation☆48Mar 18, 2026Updated 7 months ago
Are these results useful?