iDETEX: Empowering MLLMs for Intelligent DETailed EXplainable IQA
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Zhaoran, Yue, Xinli, Sun, Jianhui, Xie, Yuhao, Shao, Tao, Yao, Liangchao, Xia, Fan, Deng, Yuetang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
iDiff: Interpretable Difference-aware Framework for Pairwise Image Quality Assessment
by: Yue, Xinli, et al.
Published: (2026)
by: Yue, Xinli, et al.
Published: (2026)
Revisiting Video Quality Assessment from the Perspective of Generalization
by: Yue, Xinli, et al.
Published: (2024)
by: Yue, Xinli, et al.
Published: (2024)
Advancing Video Quality Assessment for AIGC
by: Yue, Xinli, et al.
Published: (2024)
by: Yue, Xinli, et al.
Published: (2024)
Instruction-augmented Multimodal Alignment for Image-Text and Element Matching
by: Yue, Xinli, et al.
Published: (2025)
by: Yue, Xinli, et al.
Published: (2025)
From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
EXALT: EXplainable ALgorithmic Tools for Optimization Problems
by: Bączek, Zuzanna, et al.
Published: (2025)
by: Bączek, Zuzanna, et al.
Published: (2025)
XSRD-Net: EXplainable Stroke Relapse Detection
by: Gapp, Christian, et al.
Published: (2025)
by: Gapp, Christian, et al.
Published: (2025)
XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners
by: Luo, Yun, et al.
Published: (2023)
by: Luo, Yun, et al.
Published: (2023)
EXCODER: EXplainable Classification Of DiscretE time series Representations
by: Hahn, Yannik, et al.
Published: (2026)
by: Hahn, Yannik, et al.
Published: (2026)
EXACT-CT: EXplainable Analysis for Crohn's and Tuberculosis using CT
by: Gupta, Shashwat, et al.
Published: (2025)
by: Gupta, Shashwat, et al.
Published: (2025)
Empowering Reliable Visual-Centric Instruction Following in MLLMs
by: He, Weilei, et al.
Published: (2026)
by: He, Weilei, et al.
Published: (2026)
Can the Establishment of Bankruptcy Courts Improve Firm Investment Efficiency? Evidence from China
by: Xiangjun Fan, et al.
Published: (2026)
by: Xiangjun Fan, et al.
Published: (2026)
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)
PEACE: Empowering Geologic Map Holistic Understanding with MLLMs
by: Huang, Yangyu, et al.
Published: (2025)
by: Huang, Yangyu, et al.
Published: (2025)
GeoNav: Empowering MLLMs with dual-scale geospatial reasoning for language-goal aerial navigation
by: Xu, Haotian, et al.
Published: (2025)
by: Xu, Haotian, et al.
Published: (2025)
Towards Intelligent Communications: Large Model Empowered Semantic Communications
by: Xie, Huiqiang, et al.
Published: (2024)
by: Xie, Huiqiang, et al.
Published: (2024)
On the Generalization Capacities of MLLMs for Spatial Intelligence
by: Zhang, Gongjie, et al.
Published: (2026)
by: Zhang, Gongjie, et al.
Published: (2026)
Beyond Pass or Fail: Multi-Dimensional Benchmarking of Foundation Models for Goal-based Mobile UI Navigation
by: Ran, Dezhi, et al.
Published: (2025)
by: Ran, Dezhi, et al.
Published: (2025)
Aesthetic Image Captioning with Saliency Enhanced MLLMs
by: Tao, Yilin, et al.
Published: (2025)
by: Tao, Yilin, et al.
Published: (2025)
Automated Prompt Generation for Code Intelligence: An Empirical study and Experience in WeChat
by: Ji, Kexing, et al.
Published: (2025)
by: Ji, Kexing, et al.
Published: (2025)
Thinking Ahead: Foresight Intelligence in MLLMs and World Models
by: Gong, Zhantao, et al.
Published: (2025)
by: Gong, Zhantao, et al.
Published: (2025)
OpenView: Empowering MLLMs with Out-of-view VQA
by: Chen, Qixiang, et al.
Published: (2025)
by: Chen, Qixiang, et al.
Published: (2025)
Exploring the Impact of Soil Quality, Land Conditions, and Climate Variability on Smallholder Farmers Income Dynamics
by: Bokun Yang, et al.
Published: (2026)
by: Bokun Yang, et al.
Published: (2026)
Empowering Lightweight MLLMs with Reasoning via Long CoT SFT
by: Ou, Linyu, et al.
Published: (2025)
by: Ou, Linyu, et al.
Published: (2025)
Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment
by: Xia, Le, et al.
Published: (2021)
by: Xia, Le, et al.
Published: (2021)
Towards Trustworthy Dermatology MLLMs: A Benchmark and Multimodal Evaluator for Diagnostic Narratives
by: Shen, Yuhao, et al.
Published: (2025)
by: Shen, Yuhao, et al.
Published: (2025)
Leading the Chain, Lifting the Output: The Chain Leader System Policy and Supply Chain Participants' Productivity
by: Jun Hu, et al.
Published: (2026)
by: Jun Hu, et al.
Published: (2026)
Invisible Walls: Privacy-Preserving ISAC Empowered by Reconfigurable Intelligent Surfaces
by: He, Yinghui, et al.
Published: (2026)
by: He, Yinghui, et al.
Published: (2026)
OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence
by: Liu, Jianhui, et al.
Published: (2026)
by: Liu, Jianhui, et al.
Published: (2026)
Using agent-based models and EXplainable Artificial Intelligence (XAI) to simulate social behaviors and policy intervention scenarios: A case study of private well users in Ireland
by: Asghar, Rabia, et al.
Published: (2025)
by: Asghar, Rabia, et al.
Published: (2025)
MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs
by: Zhao, Xiangyu, et al.
Published: (2025)
by: Zhao, Xiangyu, et al.
Published: (2025)
M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
by: AI, Inclusion, et al.
Published: (2025)
by: AI, Inclusion, et al.
Published: (2025)
APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization
by: Hong, Minjie, et al.
Published: (2025)
by: Hong, Minjie, et al.
Published: (2025)
Evidence of radial-migration driven Galactic disc expansion with the U-shape stellar age profile
by: Lian, Jianhui, et al.
Published: (2026)
by: Lian, Jianhui, et al.
Published: (2026)
Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities
by: Chen, Tao, et al.
Published: (2023)
by: Chen, Tao, et al.
Published: (2023)
Intelligent Empowerment for Green Steel Manufacturing: Artificial Intelligence‐Driven Process Optimization
by: Nanfu Zong, et al.
Published: (2025)
by: Nanfu Zong, et al.
Published: (2025)
Revisiting Adversarial Training under Long-Tailed Distributions
by: Yue, Xinli, et al.
Published: (2024)
by: Yue, Xinli, et al.
Published: (2024)
ME-IQA: Memory-Enhanced Image Quality Assessment via Re-Ranking
by: Fan, Kanglong, et al.
Published: (2026)
by: Fan, Kanglong, et al.
Published: (2026)
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
by: Deng, Naihao, et al.
Published: (2024)
by: Deng, Naihao, et al.
Published: (2024)
Learning to Focus and Precise Cropping: A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs
by: Zhao, Xuanpu, et al.
Published: (2026)
by: Zhao, Xuanpu, et al.
Published: (2026)
Similar Items
-
iDiff: Interpretable Difference-aware Framework for Pairwise Image Quality Assessment
by: Yue, Xinli, et al.
Published: (2026) -
Revisiting Video Quality Assessment from the Perspective of Generalization
by: Yue, Xinli, et al.
Published: (2024) -
Advancing Video Quality Assessment for AIGC
by: Yue, Xinli, et al.
Published: (2024) -
Instruction-augmented Multimodal Alignment for Image-Text and Element Matching
by: Yue, Xinli, et al.
Published: (2025) -
From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents
by: Ran, Dezhi, et al.
Published: (2025)