ZiCheng Zhang

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference

arXiv 2025

Teaching LMMs for Image Quality Scoring and Interpreting

arXiv 2025

Redundancy Principles for MLLMs Benchmarks

arXiv 2025

Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content

CVPR 2025 1

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM

arXiv 2025

R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?

arXiv 2024

Q-Ground: Image Quality Grounding with Large Multi-modality Models

arXiv 2024

VQA$^2$: Visual Question Answering for Video Quality Assessment

arXiv 2024

Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

arXiv 2024

GAIA: Rethinking Action Quality Assessment for AI-Generated Videos

arXiv 2024

THQA: A Perceptual Quality Assessment Database for Talking Heads

arXiv 2024

CMC-Bench: Towards a New Paradigm of Visual Signal Compression

arXiv 2024

Q-Refine: A Perceptual Quality Refiner for AI-Generated Image

arXiv 2024

Dual-Branch Network for Portrait Image Quality Assessment

arXiv 2024

Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs

arXiv 2024

A-Bench: Are LMMs Masters at Evaluating AI-generated Images?

arXiv 2024

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results

arXiv 2024

Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model

arXiv 2024

Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric

arXiv 2024

Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

arXiv 2023

AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment

arXiv 2023

Exploring the Naturalness of AI-Generated Images

arXiv 2023

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

CVPR 2024 1