| Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network | Apr 22, 2022 | Generative Adversarial NetworkImage Quality Assessment | CodeCode Available | 2 |
| MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment | Apr 19, 2022 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 2 |
| An Introduction to Neural Data Compression | Feb 14, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 2 |
| Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator | Aug 26, 2016 | Full reference image quality assessmentImage Compression | CodeCode Available | 2 |
| Text-Visual Semantic Constrained AI-Generated Image Quality Assessment | Jul 14, 2025 | Image DescriptionImage Quality Assessment | CodeCode Available | 1 |
| 3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-Splatting | Jun 17, 2025 | 3DGSImage Quality Assessment | CodeCode Available | 1 |
| Taylor expansion-based Kolmogorov-Arnold network for blind image quality assessment | May 27, 2025 | Blind Image Quality AssessmentComputational Efficiency | CodeCode Available | 1 |
| MMP-2K: A Benchmark Multi-Labeled Macro Photography Image Quality Assessment Database | May 25, 2025 | 2kDiversity | CodeCode Available | 1 |
| NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results | Apr 20, 2025 | Image Quality Assessmentvalid | CodeCode Available | 1 |
| Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning | Apr 2, 2025 | AttributeImage Quality Assessment | CodeCode Available | 1 |
| Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment | Mar 25, 2025 | Image Quality AssessmentImage Super-Resolution | CodeCode Available | 1 |
| Image Quality Assessment: From Human to Machine Preference | Mar 13, 2025 | Image Quality Assessment | CodeCode Available | 1 |
| M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment | Feb 21, 2025 | Image Quality Assessment | CodeCode Available | 1 |
| Ranking-aware adapter for text-driven image ordering with CLIP | Dec 9, 2024 | Age EstimationImage Quality Assessment | CodeCode Available | 1 |
| IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models | Dec 2, 2024 | Adversarial RobustnessConditional Image Generation | CodeCode Available | 1 |
| Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment | Oct 3, 2024 | Image Quality AssessmentOut-of-Distribution Generalization | CodeCode Available | 1 |
| CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessment | Oct 2, 2024 | AstronomyImage Quality Assessment | CodeCode Available | 1 |
| AIM 2024 Challenge on UHD Blind Photo Quality Assessment | Sep 24, 2024 | 4kComputational Efficiency | CodeCode Available | 1 |
| Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment | Sep 12, 2024 | Image Quality AssessmentKolmogorov-Arnold Networks | CodeCode Available | 1 |
| MobileIQA: Exploiting Mobile-level Diverse Opinion Network For No-Reference Image Quality Assessment Using Knowledge Distillation | Sep 2, 2024 | Computational EfficiencyImage Quality Assessment | CodeCode Available | 1 |
| Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency | Sep 1, 2024 | 4kImage Quality Assessment | CodeCode Available | 1 |
| Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement | Aug 19, 2024 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 |
| Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics | Aug 2, 2024 | Adversarial AttackAdversarial Purification | CodeCode Available | 1 |
| Q-Ground: Image Quality Grounding with Large Multi-modality Models | Jul 24, 2024 | Image Quality Assessment | CodeCode Available | 1 |
| HazeCLIP: Towards Language Guided Real-World Image Dehazing | Jul 18, 2024 | Image DehazingImage Quality Assessment | CodeCode Available | 1 |
