CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | An, Xiao, Sun, Jiaxing, Gui, Zihan, He, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
by: Zhong, Chen, et al.
Published: (2026)
by: Zhong, Chen, et al.
Published: (2026)
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
by: Pang, Chao, et al.
Published: (2024)
by: Pang, Chao, et al.
Published: (2024)
Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
by: Weng, Xingxing, et al.
Published: (2026)
by: Weng, Xingxing, et al.
Published: (2026)
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
by: Weng, Xingxing, et al.
Published: (2025)
by: Weng, Xingxing, et al.
Published: (2025)
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark
by: Li, Haodong, et al.
Published: (2024)
by: Li, Haodong, et al.
Published: (2024)
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
by: Li, Zhenshi, et al.
Published: (2024)
by: Li, Zhenshi, et al.
Published: (2024)
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
by: Khoury, Karim El, et al.
Published: (2025)
by: Khoury, Karim El, et al.
Published: (2025)
RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering
by: Zi, Xing, et al.
Published: (2025)
by: Zi, Xing, et al.
Published: (2025)
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
by: Liu, Fan, et al.
Published: (2023)
by: Liu, Fan, et al.
Published: (2023)
Large Vision-Language Models for Remote Sensing Visual Question Answering
by: Siripong, Surasakdi, et al.
Published: (2024)
by: Siripong, Surasakdi, et al.
Published: (2024)
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
by: Muhtar, Dilxat, et al.
Published: (2025)
by: Muhtar, Dilxat, et al.
Published: (2025)
Foundation Models for Remote Sensing and Earth Observation: A Survey
by: Xiao, Aoran, et al.
Published: (2024)
by: Xiao, Aoran, et al.
Published: (2024)
VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning
by: Zhou, Qing, et al.
Published: (2025)
by: Zhou, Qing, et al.
Published: (2025)
Co-Training Vision Language Models for Remote Sensing Multi-task Learning
by: Li, Qingyun, et al.
Published: (2025)
by: Li, Qingyun, et al.
Published: (2025)
GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
by: Zhou, Yue, et al.
Published: (2024)
by: Zhou, Yue, et al.
Published: (2024)
Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
by: Yao, Kelu, et al.
Published: (2025)
by: Yao, Kelu, et al.
Published: (2025)
VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
by: Luo, Zhiming, et al.
Published: (2026)
by: Luo, Zhiming, et al.
Published: (2026)
Vision-Language Models in Remote Sensing: Current Progress and Future Trends
by: Li, Xiang, et al.
Published: (2023)
by: Li, Xiang, et al.
Published: (2023)
Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
by: Adler, Mathis Jürgen, et al.
Published: (2025)
by: Adler, Mathis Jürgen, et al.
Published: (2025)
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach
by: Adorni, Pierre, et al.
Published: (2025)
by: Adorni, Pierre, et al.
Published: (2025)
Large Language Models for Captioning and Retrieving Remote Sensing Images
by: Silva, João Daniel, et al.
Published: (2024)
by: Silva, João Daniel, et al.
Published: (2024)
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model
by: Zhan, Yang, et al.
Published: (2024)
by: Zhan, Yang, et al.
Published: (2024)
UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
by: Li, Yujie, et al.
Published: (2024)
by: Li, Yujie, et al.
Published: (2024)
LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
by: Wang, Jun, et al.
Published: (2026)
by: Wang, Jun, et al.
Published: (2026)
Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling
by: Park, Sungjune, et al.
Published: (2025)
by: Park, Sungjune, et al.
Published: (2025)
Remote Sensing SpatioTemporal Vision-Language Models: A Comprehensive Survey
by: Liu, Chenyang, et al.
Published: (2024)
by: Liu, Chenyang, et al.
Published: (2024)
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
by: Khoury, Karim El, et al.
Published: (2024)
by: Khoury, Karim El, et al.
Published: (2024)
Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
by: Cha, Keumgang, et al.
Published: (2024)
by: Cha, Keumgang, et al.
Published: (2024)
An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2025)
by: Silva, João Daniel, et al.
Published: (2025)
MTAttack: Multi-Target Backdoor Attacks against Large Vision-Language Models
by: Wang, Zihan, et al.
Published: (2025)
by: Wang, Zihan, et al.
Published: (2025)
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
by: Xie, Yiping, et al.
Published: (2025)
by: Xie, Yiping, et al.
Published: (2025)
Multilingual Vision-Language Pre-training for the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2024)
by: Silva, João Daniel, et al.
Published: (2024)
Vision-Language Models for Vision Tasks: A Survey
by: Zhang, Jingyi, et al.
Published: (2023)
by: Zhang, Jingyi, et al.
Published: (2023)
BTCChat: Advancing Remote Sensing Bi-temporal Change Captioning with Multimodal Large Language Model
by: Li, Yujie, et al.
Published: (2025)
by: Li, Yujie, et al.
Published: (2025)
EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing
by: Zhang, Wei, et al.
Published: (2024)
by: Zhang, Wei, et al.
Published: (2024)
Vision-Language Model Purified Semi-Supervised Semantic Segmentation for Remote Sensing Images
by: Wang, Shanwen, et al.
Published: (2026)
by: Wang, Shanwen, et al.
Published: (2026)
Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models
by: Liu, Jiaqi, et al.
Published: (2025)
by: Liu, Jiaqi, et al.
Published: (2025)
TimeSenCLIP: A Time Series Vision-Language Model for Remote Sensing
by: Jain, Pallavi, et al.
Published: (2025)
by: Jain, Pallavi, et al.
Published: (2025)
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing
by: Zhang, Zilun, et al.
Published: (2025)
by: Zhang, Zilun, et al.
Published: (2025)
Similar Items
-
SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models
by: Zhong, Chen, et al.
Published: (2026) -
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
by: Pang, Chao, et al.
Published: (2024) -
Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
by: Weng, Xingxing, et al.
Published: (2026) -
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives
by: Weng, Xingxing, et al.
Published: (2025) -
DDFAV: Remote Sensing Large Vision Language Models Dataset and Evaluation Benchmark
by: Li, Haodong, et al.
Published: (2024)