2AFC Prompting of Large Multimodal Models for Image Quality Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Zhu, Hanwei, Sui, Xiangjie, Chen, Baoliang, Liu, Xuelin, Chen, Peilin, Fang, Yuming, Wang, Shiqi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AI-generated Image Quality Assessment in Visual Communication
by: Tian, Yu, et al.
Published: (2024)
by: Tian, Yu, et al.
Published: (2024)
From Global to Granular: Revealing IQA Model Performance via Correlation Surface
by: Chen, Baoliang, et al.
Published: (2026)
by: Chen, Baoliang, et al.
Published: (2026)
Benchmarking Corruption Robustness of LVLMs: A Discriminative Benchmark and Robustness Alignment Metric
by: Sui, Xiangjie, et al.
Published: (2025)
by: Sui, Xiangjie, et al.
Published: (2025)
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
by: Zhu, Hanwei, et al.
Published: (2024)
by: Zhu, Hanwei, et al.
Published: (2024)
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
by: Liao, Zhicheng, et al.
Published: (2025)
by: Liao, Zhicheng, et al.
Published: (2025)
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment
by: Chen, Baoliang, et al.
Published: (2022)
by: Chen, Baoliang, et al.
Published: (2022)
Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
by: Chen, Baoliang, et al.
Published: (2024)
by: Chen, Baoliang, et al.
Published: (2024)
Video Quality Assessment for Online Processing: From Spatial to Temporal Sampling
by: Yan, Jiebin, et al.
Published: (2025)
by: Yan, Jiebin, et al.
Published: (2025)
AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
by: Zhu, Hanwei, et al.
Published: (2025)
by: Zhu, Hanwei, et al.
Published: (2025)
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement
by: Huang, Danni, et al.
Published: (2022)
by: Huang, Danni, et al.
Published: (2022)
Q-Doc: Benchmarking Document Image Quality Assessment Capabilities in Multi-modal Large Language Models
by: Huang, Jiaxi, et al.
Published: (2025)
by: Huang, Jiaxi, et al.
Published: (2025)
Viewport-Unaware Blind Omnidirectional Image Quality Assessment: A Unified and Generalized Approach
by: Yan, Jiebin, et al.
Published: (2026)
by: Yan, Jiebin, et al.
Published: (2026)
HOI-R1: Exploring the Potential of Multimodal Large Language Models for Human-Object Interaction Detection
by: Chen, Junwen, et al.
Published: (2025)
by: Chen, Junwen, et al.
Published: (2025)
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement
by: Chen, Baoliang, et al.
Published: (2023)
by: Chen, Baoliang, et al.
Published: (2023)
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement
by: Luo, Hao, et al.
Published: (2024)
by: Luo, Hao, et al.
Published: (2024)
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment
by: Xun, Siyi, et al.
Published: (2025)
by: Xun, Siyi, et al.
Published: (2025)
Causal Disentanglement-Inspired Degradation Representation Learning for Full-Reference Image Quality Assessment
by: Zhang, Zhen, et al.
Published: (2026)
by: Zhang, Zhen, et al.
Published: (2026)
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation
by: Li, Yixuan, et al.
Published: (2024)
by: Li, Yixuan, et al.
Published: (2024)
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models
by: Ge, Qihang, et al.
Published: (2024)
by: Ge, Qihang, et al.
Published: (2024)
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models
by: Chen, Zhihao, et al.
Published: (2023)
by: Chen, Zhihao, et al.
Published: (2023)
Multimodal Prompt Decoupling Attack on the Safety Filters in Text-to-Image Models
by: Peng, Xingkai, et al.
Published: (2025)
by: Peng, Xingkai, et al.
Published: (2025)
EduVQA: Towards Concept-Aware Assessment of Educational AI-Generated Videos
by: Chen, Baoliang, et al.
Published: (2026)
by: Chen, Baoliang, et al.
Published: (2026)
MetaLogic: Robustness Evaluation of Text-to-Image Models via Logically Equivalent Prompts
by: Shen, Yifan, et al.
Published: (2025)
by: Shen, Yifan, et al.
Published: (2025)
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment
by: Fu, Jun, et al.
Published: (2024)
by: Fu, Jun, et al.
Published: (2024)
Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
by: Zhu, Lingting, et al.
Published: (2025)
by: Zhu, Lingting, et al.
Published: (2025)
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement
by: Xiao, Kang, et al.
Published: (2024)
by: Xiao, Kang, et al.
Published: (2024)
PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models
by: Liu, Yingen, et al.
Published: (2024)
by: Liu, Yingen, et al.
Published: (2024)
NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment
by: Han, Shuhao, et al.
Published: (2025)
by: Han, Shuhao, et al.
Published: (2025)
Adversarial Prompt Injection Attack on Multimodal Large Language Models
by: Ding, Meiwen, et al.
Published: (2026)
by: Ding, Meiwen, et al.
Published: (2026)
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
by: Li, Jiaqi, et al.
Published: (2024)
by: Li, Jiaqi, et al.
Published: (2024)
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
by: Li, Pengteng, et al.
Published: (2025)
by: Li, Pengteng, et al.
Published: (2025)
FSCM: Frequency-Enhanced Spatial-Spectral Coupled Mamba for Infrared Hyperspectral Image Colorization
by: Liu, Tingting, et al.
Published: (2026)
by: Liu, Tingting, et al.
Published: (2026)
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
by: Huo, Fushuo, et al.
Published: (2024)
by: Huo, Fushuo, et al.
Published: (2024)
Can Multimodal Large Language Models Truly Understand Small Objects?
by: Han, Fujun, et al.
Published: (2026)
by: Han, Fujun, et al.
Published: (2026)
Attention Prompting on Image for Large Vision-Language Models
by: Yu, Runpeng, et al.
Published: (2024)
by: Yu, Runpeng, et al.
Published: (2024)
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
by: Zhang, Yichi, et al.
Published: (2024)
by: Zhang, Yichi, et al.
Published: (2024)
LL-ICM: Image Compression for Low-level Machine Vision via Large Vision-Language Model
by: Xue, Yuan, et al.
Published: (2024)
by: Xue, Yuan, et al.
Published: (2024)
Demystifying the Visual Quality Paradox in Multimodal Large Language Models
by: Xing, Shuo, et al.
Published: (2025)
by: Xing, Shuo, et al.
Published: (2025)
Physical Prompt Injection Attacks on Large Vision-Language Models
by: Ling, Chen, et al.
Published: (2026)
by: Ling, Chen, et al.
Published: (2026)
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
by: Zhou, Qiji, et al.
Published: (2024)
by: Zhou, Qiji, et al.
Published: (2024)
Similar Items
-
AI-generated Image Quality Assessment in Visual Communication
by: Tian, Yu, et al.
Published: (2024) -
From Global to Granular: Revealing IQA Model Performance via Correlation Surface
by: Chen, Baoliang, et al.
Published: (2026) -
Benchmarking Corruption Robustness of LVLMs: A Discriminative Benchmark and Robustness Alignment Metric
by: Sui, Xiangjie, et al.
Published: (2025) -
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
by: Zhu, Hanwei, et al.
Published: (2024) -
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
by: Liao, Zhicheng, et al.
Published: (2025)