A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Zicheng, Wu, Haoning, Li, Chunyi, Zhou, Yingjie, Sun, Wei, Min, Xiongkuo, Chen, Zijian, Liu, Xiaohong, Lin, Weisi, Zhai, Guangtao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
Teaching LMMs for Image Quality Scoring and Interpreting
by: Zhang, Zicheng, et al.
Published: (2025)
by: Zhang, Zicheng, et al.
Published: (2025)
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
CMC-Bench: Towards a New Paradigm of Visual Signal Compression
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
Explore the Hallucination on Low-level Perception for MLLMs
by: Sun, Yinan, et al.
Published: (2024)
by: Sun, Yinan, et al.
Published: (2024)
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs
by: Zhang, Zicheng, et al.
Published: (2024)
by: Zhang, Zicheng, et al.
Published: (2024)
GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment
by: Zhang, Zicheng, et al.
Published: (2023)
by: Zhang, Zicheng, et al.
Published: (2023)
VQA$^2$: Visual Question Answering for Video Quality Assessment
by: Jia, Ziheng, et al.
Published: (2024)
by: Jia, Ziheng, et al.
Published: (2024)
AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
by: Kou, Tengchuan, et al.
Published: (2024)
by: Kou, Tengchuan, et al.
Published: (2024)
Dual-Branch Network for Portrait Image Quality Assessment
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving
by: Zhang, Zeyu, et al.
Published: (2025)
by: Zhang, Zeyu, et al.
Published: (2025)
Image Quality Assessment: From Human to Machine Preference
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, 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)
by: Zhang, Yiming, et al.
Published: (2025)
HazeCLIP: Towards Language Guided Real-World Image Dehazing
by: Wang, Ruiyi, et al.
Published: (2024)
by: Wang, Ruiyi, et al.
Published: (2024)
Exploring the Naturalness of AI-Generated Images
by: Chen, Zijian, et al.
Published: (2023)
by: Chen, Zijian, et al.
Published: (2023)
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs
by: Wang, Jiarui, et al.
Published: (2025)
by: Wang, Jiarui, et al.
Published: (2025)
Learning to Wander: Improving the Global Image Geolocation Ability of LMMs via Actionable Reasoning
by: Zheng, Yushuo, et al.
Published: (2026)
by: Zheng, Yushuo, et al.
Published: (2026)
GeoR-Bench: Evaluating Geoscience Visual Reasoning
by: Zheng, Yushuo, et al.
Published: (2026)
by: Zheng, Yushuo, et al.
Published: (2026)
TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs
by: Wang, Juntong, et al.
Published: (2025)
by: Wang, Juntong, et al.
Published: (2025)
MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs
by: Xu, Zitong, et al.
Published: (2025)
by: Xu, Zitong, et al.
Published: (2025)
G-Refine: A General Quality Refiner for Text-to-Image Generation
by: Li, Chunyi, et al.
Published: (2024)
by: Li, Chunyi, et al.
Published: (2024)
Enhancing Image Quality Assessment Ability of LMMs via Retrieval-Augmented Generation
by: Fu, Kang, et al.
Published: (2026)
by: Fu, Kang, et al.
Published: (2026)
Using GUI Agent for Electronic Design Automation
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment
by: Jia, Ziheng, et al.
Published: (2025)
by: Jia, Ziheng, et al.
Published: (2025)
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
by: Chen, Zijian, et al.
Published: (2024)
by: Chen, Zijian, et al.
Published: (2024)
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
by: Wu, Haoning, et al.
Published: (2023)
by: Wu, Haoning, et al.
Published: (2023)
3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents
by: Zhou, Yingjie, et al.
Published: (2024)
by: Zhou, Yingjie, et al.
Published: (2024)
THQA: A Perceptual Quality Assessment Database for Talking Heads
by: Zhou, Yingjie, et al.
Published: (2024)
by: Zhou, Yingjie, et al.
Published: (2024)
Image Quality Assessment for Embodied AI
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
Embodied Image Compression
by: Li, Chunyi, et al.
Published: (2025)
by: Li, Chunyi, et al.
Published: (2025)
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads
by: Zhou, Yingjie, et al.
Published: (2025)
by: Zhou, Yingjie, et al.
Published: (2025)
Q-Bench-Portrait: Benchmarking Multimodal Large Language Models on Portrait Image Quality Perception
by: Wu, Sijing, et al.
Published: (2026)
by: Wu, Sijing, et al.
Published: (2026)
Quality Assessment for AI Generated Images with Instruction Tuning
by: Wang, Jiarui, et al.
Published: (2024)
by: Wang, Jiarui, et al.
Published: (2024)
Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance
by: Zhou, Xunchu, et al.
Published: (2024)
by: Zhou, Xunchu, et al.
Published: (2024)
Large Multi-modality Model Assisted AI-Generated Image Quality Assessment
by: Wang, Puyi, et al.
Published: (2024)
by: Wang, Puyi, et al.
Published: (2024)
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
by: Zhang, Zicheng, et al.
Published: (2025)
by: Zhang, Zicheng, et al.
Published: (2025)
Similar Items
-
Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
by: Zhang, Zicheng, et al.
Published: (2024) -
Teaching LMMs for Image Quality Scoring and Interpreting
by: Zhang, Zicheng, et al.
Published: (2025) -
LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024) -
CMC-Bench: Towards a New Paradigm of Visual Signal Compression
by: Li, Chunyi, et al.
Published: (2024) -
Explore the Hallucination on Low-level Perception for MLLMs
by: Sun, Yinan, et al.
Published: (2024)