Cover Image

AesTest: Measuring Aesthetic Intelligence from Perception to Production

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Guolong, Huang, Heng, Zhang, Zhiqiang, Li, Wentian, Ma, Feilong, Jin, Xin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception
by: Huang, Yipo, et al.
Published: (2024)

VideoAesBench: Benchmarking the Video Aesthetics Perception Capabilities of Large Multimodal Models
by: Li, Yunhao, et al.
Published: (2026)

AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception
by: Huang, Yipo, et al.
Published: (2024)

AesRM: Improving Video Aesthetics with Expert-Level Feedback
by: Han, Yujin, et al.
Published: (2026)

AesCrop: Aesthetic-driven Cropping Guided by Composition
by: Wong, Yen-Hong, et al.
Published: (2025)

AccelAes: Accelerating Diffusion Transformers for Training-Free Aesthetic-Enhanced Image Generation
by: Yin, Xuanhua, et al.
Published: (2026)

Aes3D: Aesthetic Assessment in 3D Gaussian Splatting
by: Xu, Chuanzhi, et al.
Published: (2026)

AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer
by: Kwon, Joonwoo, et al.
Published: (2023)

HumanAesExpert: Advancing a Multi-Modality Foundation Model for Human Image Aesthetic Assessment
by: Liao, Zhichao, et al.
Published: (2025)

Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories
by: Jin, Xin, et al.
Published: (2024)

APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
by: Jin, Xin, et al.
Published: (2024)

AesFormer: Transform Everyday Photos into Beautiful Memories
by: Du, Tianxiang, et al.
Published: (2026)

An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music Recommendation
by: Jin, Xin, et al.
Published: (2024)

TATTOO: Training-free AesTheTic-aware Outfit recOmmendation
by: Wu, Yuntian, et al.
Published: (2025)

VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations
by: Qiao, Qianqian, et al.
Published: (2025)

Hierarchical Consistency Learning for Test-time Adaptation in Camouflage Perception
by: Zha, Mingfeng, et al.
Published: (2026)

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
by: Cao, Shuo, et al.
Published: (2025)

Enhancing Image Aesthetics with Dual-Conditioned Diffusion Models Guided by Multimodal Perception
by: Nan, Xinyu, et al.
Published: (2026)

The Solution for Single Object Tracking Task of Perception Test Challenge 2024
by: Zhong, Zhiqiang, et al.
Published: (2024)

Can BEV Perception Gracefully Degrade under Sensor Failures?
by: Zhang, Haifa, et al.
Published: (2026)

VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation
by: Jiang, Longteng, et al.
Published: (2026)

Aesthetic Matters in Music Perception for Image Stylization: A Emotion-driven Music-to-Visual Manipulation
by: Xu, Junjie, et al.
Published: (2025)

SF-Recon: Simplification-Free Lightweight Building Reconstruction via 3D Gaussian Splatting
by: Li, Zihan, et al.
Published: (2025)

Aesthetic Camera Viewpoint Suggestion with 3D Aesthetic Field
by: Tang, Sheyang, et al.
Published: (2026)

Universal Features Guided Zero-Shot Category-Level Object Pose Estimation
by: Qu, Wentian, et al.
Published: (2025)

Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration
by: Li, Wenjie, et al.
Published: (2025)

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
by: Lin, Yunlong, et al.
Published: (2025)

On-the-fly Feedback SfM: Online Explore-and-Exploit UAV Photogrammetry with Incremental Mesh Quality-Aware Indicator and Predictive Path Planning
by: Lou, Liyuan, et al.
Published: (2025)

CLIP Brings Better Features to Visual Aesthetics Learners
by: Xu, Liwu, et al.
Published: (2023)

Aesthetic Image Captioning with Saliency Enhanced MLLMs
by: Tao, Yilin, et al.
Published: (2025)

COOPER: A Unified Model for Cooperative Perception and Reasoning in Spatial Intelligence
by: Zhang, Zefeng, et al.
Published: (2025)

Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
by: Chen, Jian, et al.
Published: (2024)

Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks
by: Yang, Zhichao, et al.
Published: (2026)

Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
by: Zhang, Miaosen, et al.
Published: (2024)

From Perception to Action: An Interactive Benchmark for Vision Reasoning
by: Wu, Yuhao, et al.
Published: (2026)

GLDesigner: Leveraging Multi-Modal LLMs as Designer for Enhanced Aesthetic Text Glyph Layouts
by: He, Junwen, et al.
Published: (2024)

GSE: Evaluating Sticker Visual Semantic Similarity via a General Sticker Encoder
by: Chee, Heng Er Metilda, et al.
Published: (2025)

AACP: Aesthetics assessment of children's paintings based on self-supervised learning
by: Jiang, Shiqi, et al.
Published: (2024)

Gaussian On-the-Fly Splatting: A Progressive Framework for Robust Near Real-Time 3DGS Optimization
by: Xu, Yiwei, et al.
Published: (2025)

A$^3$: Towards Advertising Aesthetic Assessment
by: Ji, Kaiyuan, et al.
Published: (2026)