| AIM 2024 Challenge on UHD Blind Photo Quality Assessment | Sep 24, 2024 | 4kComputational Efficiency | CodeCode Available | 1 |
| Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement | Jan 1, 2024 | Image Quality AssessmentInductive Bias | 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 |
| Intelligent Painter: Picture Composition With Resampling Diffusion Model | Oct 31, 2022 | DenoisingImage Quality Assessment | CodeCode Available | 1 |
| KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment | Oct 14, 2019 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| KonIQ-10k: Towards an ecologically valid and large-scale IQA database | Mar 22, 2018 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment | Aug 18, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 |
| Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment | Dec 8, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment | Nov 29, 2023 | 2kImage Quality Assessment | CodeCode Available | 1 |
| A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysis | Jun 17, 2021 | Image Quality AssessmentStereoscopic image quality assessment | CodeCode Available | 1 |
| Comparison of Image Quality Models for Optimization of Image Processing Systems | May 4, 2020 | DeblurringDenoising | CodeCode Available | 1 |
| A Deep Learning based No-reference Quality Assessment Model for UGC Videos | Apr 29, 2022 | Image Quality AssessmentVideo Quality Assessment | CodeCode Available | 1 |
| MMP-2K: A Benchmark Multi-Labeled Macro Photography Image Quality Assessment Database | May 25, 2025 | 2kDiversity | 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 |
| Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models | Jul 26, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| No-Reference Color Image Quality Assessment: From Entropy to Perceptual Quality | Dec 27, 2018 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare | May 29, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency | Aug 16, 2021 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Continual Learning for Blind Image Quality Assessment | Feb 19, 2021 | Continual LearningImage Quality Assessment | CodeCode Available | 1 |
| On the Effectiveness of Spectral Discriminators for Perceptual Quality Improvement | Jul 22, 2023 | Image Quality AssessmentImage Super-Resolution | CodeCode Available | 1 |
| Blind Image Quality Assessment Based on Geometric Order Learning | Jan 1, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 1 |
| Perceptual Image Quality Assessment with Transformers | Apr 30, 2021 | DecoderFull reference image quality assessment | CodeCode Available | 1 |
| Data-Efficient Image Quality Assessment with Attention-Panel Decoder | Apr 11, 2023 | DecoderImage Quality Assessment | CodeCode Available | 1 |
| PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images | Nov 27, 2023 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 1 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | Oct 30, 2016 | Conditional Image GenerationDiversity | CodeCode Available | 1 |
