Cover Image

SenseBench: A Benchmark for Remote Sensing Low-Level Visual Perception and Description in Large Vision-Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhong, Chen, An, Xiao, Sun, Jiaxing, Gui, Zihan, Yang, Guangyi, He, Wei
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
by: An, Xiao, et al.
Published: (2024)

Continual Vision-Language Learning for Remote Sensing: Benchmarking and Analysis
by: Weng, Xingxing, et al.
Published: (2026)

VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis
by: Pang, Chao, et al.
Published: (2024)

VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
by: Luo, Zhiming, et al.
Published: (2026)

LithoBench: Benchmarking Large Multimodal Models for Remote-Sensing Lithology Interpretation
by: Wang, Jun, 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)

Large Vision-Language Models for Remote Sensing Visual Question Answering
by: Siripong, Surasakdi, et al.
Published: (2024)

GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
by: Zhou, Yue, et al.
Published: (2024)

HM-Bench: A Comprehensive Benchmark for Multimodal Large Language Models in Hyperspectral Remote Sensing
by: Zhang, Xinyu, et al.
Published: (2026)

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
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)

A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning
by: Zhou, Qing, et al.
Published: (2025)

GeoVista: Visually Grounded Active Perception for Ultra-High-Resolution Remote Sensing Understanding
by: Zhu, Jiashun, et al.
Published: (2026)

A Vision Centric Remote Sensing Benchmark
by: Adejumo, Abduljaleel, et al.
Published: (2025)

SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
by: Zhong, Yu, et al.
Published: (2024)

RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering
by: Zi, Xing, et al.
Published: (2025)

VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding
by: Li, Xiang, et al.
Published: (2024)

RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
by: Liu, Fan, et al.
Published: (2023)

Referring Remote Sensing Image Segmentation with Cross-view Semantics Interaction Network
by: Yang, Jiaxing, et al.
Published: (2025)

CDChat: A Large Multimodal Model for Remote Sensing Change Description
by: Noman, Mubashir, et al.
Published: (2024)

Foundation Models for Remote Sensing and Earth Observation: A Survey
by: Xiao, Aoran, et al.
Published: (2024)

EarthMarker: A Visual Prompting Multi-modal Large Language Model for Remote Sensing
by: Zhang, Wei, et al.
Published: (2024)

VisNumBench: Evaluating Number Sense of Multimodal Large Language Models
by: Weng, Tengjin, et al.
Published: (2025)

RS3DBench: A Comprehensive Benchmark for 3D Spatial Perception in Remote Sensing
by: Wang, Jiayu, et al.
Published: (2025)

Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
by: Muhtar, Dilxat, et al.
Published: (2025)

Co-Training Vision Language Models for Remote Sensing Multi-task Learning
by: Li, Qingyun, et al.
Published: (2025)

DynamicVis: Dynamic Visual Perception for Efficient Remote Sensing Foundation Models
by: Chen, Keyan, et al.
Published: (2025)

Falcon: A Remote Sensing Vision-Language Foundation Model (Technical Report)
by: Yao, Kelu, et al.
Published: (2025)

Vision-Language Models in Remote Sensing: Current Progress and Future Trends
by: Li, Xiang, et al.
Published: (2023)

A Large-Scale Referring Remote Sensing Image Segmentation Dataset and Benchmark
by: Yang, Zhigang, et al.
Published: (2025)

Multilingual Vision-Language Pre-training for the Remote Sensing Domain
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)

FUSE-RSVLM: Feature Fusion Vision-Language Model for Remote Sensing
by: Dang, Yunkai, et al.
Published: (2025)

SpaceSense-Bench: A Large-Scale Multi-Modal Benchmark for Spacecraft Perception and Pose Estimation
by: Wu, Aodi, et al.
Published: (2026)

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models
by: Guo, Haonan, et al.
Published: (2024)

ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild
by: Liu, Yongxiang, et al.
Published: (2025)

GeoViS: Geospatially Rewarded Visual Search for Remote Sensing Visual Grounding
by: Zhang, Peirong, et al.
Published: (2025)

IllusionBench+: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models
by: Zhang, Yiming, et al.
Published: (2025)

Fast Kernel-Space Diffusion for Remote Sensing Pansharpening
by: Jin, Hancong, et al.
Published: (2025)