Image de couverture de livre

WeatherReasonSeg: A Benchmark for Weather-Aware Reasoning Segmentation in Visual Language Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Du, Wanjun, Yuan, Zifeng, Chen, Tingting, Ke, Fucai, Lin, Beibei, Zhang, Shunli
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

RGB-to-Polarization Estimation: A New Task and Benchmark Study
par: Lin, Beibei, et autres
Publié: (2025)

RaindropGS: A Benchmark for 3D Gaussian Splatting under Raindrop Conditions
par: Teng, Zhiqiang, et autres
Publié: (2025)

WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention
par: Zhang, Zhang, et autres
Publié: (2026)

IntrinsicWeather: Controllable Weather Editing in Intrinsic Space
par: Zhu, Yixin, et autres
Publié: (2025)

WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
par: Ma, Chengqian, et autres
Publié: (2024)

Seg-Agent: Test-Time Multimodal Reasoning for Training-Free Language-Guided Segmentation
par: Hao, Chao, et autres
Publié: (2026)

SegLLM: Multi-round Reasoning Segmentation
par: Wang, XuDong, et autres
Publié: (2024)

Seg the HAB: Language-Guided Geospatial Algae Bloom Reasoning and Segmentation
par: Hsieh, Patterson, et autres
Publié: (2025)

One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
par: Bai, Zechen, et autres
Publié: (2024)

LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning
par: Wang, Junchi, et autres
Publié: (2024)

WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation
par: Qian, Chenghao, et autres
Publié: (2024)

Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder
par: Jisheng, Dang, et autres
Publié: (2025)

VIEW2SPACE: Studying Multi-View Visual Reasoning from Sparse Observations
par: Ke, Fucai, et autres
Publié: (2026)

CORE-Seg: Reasoning-Driven Segmentation for Complex Lesions via Reinforcement Learning
par: Xie, Yuxin, et autres
Publié: (2026)

MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning
par: Cai, Zhixi, et autres
Publié: (2026)

Seg-ReSearch: Segmentation with Interleaved Reasoning and External Search
par: Liang, Tianming, et autres
Publié: (2026)

GeoSeg: Training-Free Reasoning-Driven Segmentation in Remote Sensing Imagery
par: Jiang, Lifan, et autres
Publié: (2026)

R$^{2}$Seg: Training-Free OOD Medical Tumor Segmentation via Anatomical Reasoning and Statistical Rejection
par: Shen, Shuaike, et autres
Publié: (2025)

AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
par: Qian, Rui, et autres
Publié: (2026)

CompareBench: A Benchmark for Visual Comparison Reasoning in Vision-Language Models
par: Cai, Jie, et autres
Publié: (2025)

Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge
par: Zhang, Nan, et autres
Publié: (2024)

Explain Before You Answer: A Survey on Compositional Visual Reasoning
par: Ke, Fucai, et autres
Publié: (2025)

Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
par: Tan, Huajie, et autres
Publié: (2025)

Point-It-Out: Benchmarking Embodied Reasoning for Vision Language Models in Multi-Stage Visual Grounding
par: Xue, Haotian, et autres
Publié: (2025)

Semantic and Visual Evidence for Efficient Long-Video Reasoning: A Solution for the HD-EPIC VQA Challenge
par: Xu, Yinsong, et autres
Publié: (2026)

WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions
par: Wang, Jiyuan, et autres
Publié: (2023)

MM-CoT:A Benchmark for Probing Visual Chain-of-Thought Reasoning in Multimodal Models
par: Zhang, Jusheng, et autres
Publié: (2025)

HYDRA: A Hyper Agent for Dynamic Compositional Visual Reasoning
par: Ke, Fucai, et autres
Publié: (2024)

Perception Before Reasoning: Two-Stage Reinforcement Learning for Visual Reasoning in Vision-Language Models
par: Chen, Yan, et autres
Publié: (2025)

WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather
par: Gella, Blake, et autres
Publié: (2024)

ImgCoT: Compressing Long Chain of Thought into Compact Visual Tokens for Efficient Reasoning of Large Language Model
par: Chen, Xiaoshu, et autres
Publié: (2026)

MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models
par: Huang, Yu, et autres
Publié: (2025)

Enhancing Self-Driving Segmentation in Adverse Weather Conditions: A Dual Uncertainty-Aware Training Approach to SAM Optimization
par: Ravindran, Dharsan, et autres
Publié: (2025)

FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
par: Pyo, Jiyoon, et autres
Publié: (2025)

OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning
par: Han, Zongyan, et autres
Publié: (2025)

Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather
par: Park, Junsung, et autres
Publié: (2024)

GLACIA: Instance-Aware Positional Reasoning for Glacial Lake Segmentation via Multimodal Large Language Model
par: Maurya, Lalit, et autres
Publié: (2025)

VLRS-Bench: A Vision-Language Reasoning Benchmark for Remote Sensing
par: Luo, Zhiming, et autres
Publié: (2026)

WeatherGS: 3D Scene Reconstruction in Adverse Weather Conditions via Gaussian Splatting
par: Qian, Chenghao, et autres
Publié: (2024)

SteerSeg: Attention Steering for Reasoning Video Segmentation
par: Cheraghian, Ali, et autres
Publié: (2026)