Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
Fuente:
arXiv
Saved in:
| Main Authors: | Wen, Wen, Zhi, Tianwu, Fan, Kanglong, Li, Yang, Peng, Xinge, Zhang, Yabin, Liao, Yiting, Li, Junlin, Zhang, Li |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking
by: Fan, Kanglong, et al.
Published: (2026)
by: Fan, Kanglong, et al.
Published: (2026)
Modular Blind Video Quality Assessment
by: Wen, Wen, et al.
Published: (2024)
by: Wen, Wen, et al.
Published: (2024)
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
by: Fan, Kanglong, et al.
Published: (2024)
by: Fan, Kanglong, et al.
Published: (2024)
IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring
by: Peng, Xinge, et al.
Published: (2026)
by: Peng, Xinge, et al.
Published: (2026)
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
by: Li, Weiqi, et al.
Published: (2025)
by: Li, Weiqi, et al.
Published: (2025)
TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning
by: Wu, Tao, et al.
Published: (2025)
by: Wu, Tao, et al.
Published: (2025)
UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement
by: Li, Weiqi, et al.
Published: (2025)
by: Li, Weiqi, et al.
Published: (2025)
LoViF 2026 Challenge on Human-oriented Semantic Image Quality Assessment: Methods and Results
by: Li, Xin, et al.
Published: (2026)
by: Li, Xin, et al.
Published: (2026)
Enhancing Interpretability for Vision Models via Shapley Value Optimization
by: Fan, Kanglong, et al.
Published: (2025)
by: Fan, Kanglong, et al.
Published: (2025)
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization
by: Li, Mu, et al.
Published: (2023)
by: Li, Mu, et al.
Published: (2023)
Perceptual Quality Assessment of Virtual Reality Videos in the Wild
by: Wen, Wen, et al.
Published: (2022)
by: Wen, Wen, et al.
Published: (2022)
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
by: Zhao, Shijie, et al.
Published: (2025)
by: Zhao, Shijie, et al.
Published: (2025)
QMamba: On First Exploration of Vision Mamba for Image Quality Assessment
by: Guan, Fengbin, et al.
Published: (2024)
by: Guan, Fengbin, et al.
Published: (2024)
Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models
by: Li, Xudong, et al.
Published: (2024)
by: Li, Xudong, et al.
Published: (2024)
OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment
by: Lu, Yiting, et al.
Published: (2025)
by: Lu, Yiting, et al.
Published: (2025)
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning
by: Chen, Zewen, et al.
Published: (2024)
by: Chen, Zewen, et al.
Published: (2024)
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results
by: Molodetskikh, Ivan, et al.
Published: (2024)
by: Molodetskikh, Ivan, et al.
Published: (2024)
Evolving Prompt Adaptation for Vision-Language Models
by: Zhang, Enming, et al.
Published: (2026)
by: Zhang, Enming, et al.
Published: (2026)
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
by: Zhou, Hantao, et al.
Published: (2024)
by: Zhou, Hantao, et al.
Published: (2024)
VisPlay: Self-Evolving Vision-Language Models from Images
by: He, Yicheng, et al.
Published: (2025)
by: He, Yicheng, et al.
Published: (2025)
ViDA-UGC: Detailed Image Quality Analysis via Visual Distortion Assessment for UGC Images
by: Liao, Wenjie, et al.
Published: (2025)
by: Liao, Wenjie, et al.
Published: (2025)
AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models
by: Zhang, Yabin, et al.
Published: (2024)
by: Zhang, Yabin, et al.
Published: (2024)
SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses
by: Jiang, Zhuohang, et al.
Published: (2026)
by: Jiang, Zhuohang, et al.
Published: (2026)
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach
by: Zhang, Zhi, et al.
Published: (2025)
by: Zhang, Zhi, et al.
Published: (2025)
EvoVLA: Self-Evolving Vision-Language-Action Model
by: Liu, Zeting, et al.
Published: (2025)
by: Liu, Zeting, et al.
Published: (2025)
SIQA: Toward Reliable Scientific Image Quality Assessment
by: Li, Wenzhe, et al.
Published: (2026)
by: Li, Wenzhe, et al.
Published: (2026)
Q-Tacit: Image Quality Assessment via Latent Visual Reasoning
by: Jiang, Yuxuan, et al.
Published: (2026)
by: Jiang, Yuxuan, et al.
Published: (2026)
VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning
by: Zhang, Xuanyu, et al.
Published: (2025)
by: Zhang, Xuanyu, et al.
Published: (2025)
Image Quality Assessment for Embodied AI
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
Building Reasonable Inference for Vision-Language Models in Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)
by: Li, Yuan, et al.
Published: (2025)
SPIRAL: Self-Evolving Action-Conditioned Video Generation via Reflective Planning Agents
by: Yang, Yu, et al.
Published: (2026)
by: Yang, Yu, et al.
Published: (2026)
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
by: Wu, Tianhe, et al.
Published: (2025)
by: Wu, Tianhe, et al.
Published: (2025)
AIComposer: Any Style and Content Image Composition via Feature Integration
by: Li, Haowen, et al.
Published: (2025)
by: Li, Haowen, et al.
Published: (2025)
Multi-Granularity Reasoning for Image Quality Assessment via Attribute-Aware Reinforcement Learning to Rank
by: Chen, Xiangyong, et al.
Published: (2026)
by: Chen, Xiangyong, et al.
Published: (2026)
Investigate the Low-level Visual Perception in Vision-Language based Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)
by: Li, Yuan, et al.
Published: (2025)
Self-Evolving Spatial Reasoning in Vision Language Models via Geometric Logic Consistency
by: Liu, Junming, et al.
Published: (2026)
by: Liu, Junming, et al.
Published: (2026)
CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment
by: Zhou, Kanglei, et al.
Published: (2024)
by: Zhou, Kanglei, et al.
Published: (2024)
CaRDiff: Video Salient Object Ranking Chain of Thought Reasoning for Saliency Prediction with Diffusion
by: Tang, Yolo Yunlong, et al.
Published: (2024)
by: Tang, Yolo Yunlong, et al.
Published: (2024)
Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment
by: Peng, Baoyun, et al.
Published: (2021)
by: Peng, Baoyun, et al.
Published: (2021)
ViTCoP: Accelerating Large Vision-Language Models via Visual and Textual Semantic Collaborative Pruning
by: Luo, Wen, et al.
Published: (2026)
by: Luo, Wen, et al.
Published: (2026)
Similar Items
-
ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking
by: Fan, Kanglong, et al.
Published: (2026) -
Modular Blind Video Quality Assessment
by: Wen, Wen, et al.
Published: (2024) -
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
by: Fan, Kanglong, et al.
Published: (2024) -
IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring
by: Peng, Xinge, et al.
Published: (2026) -
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
by: Li, Weiqi, et al.
Published: (2025)