| TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment | Aug 6, 2023 | Image Quality AssessmentLocal Distortion | CodeCode Available | 4 |
| Descriptive Image Quality Assessment in the Wild | May 29, 2024 | DescriptiveImage Quality Assessment | CodeCode Available | 3 |
| Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs | Feb 11, 2024 | Image Quality AssessmentQuestion Answering | CodeCode Available | 3 |
| PyTorch Image Quality: Metrics for Image Quality Assessment | Aug 31, 2022 | GPUImage Quality Assessment | CodeCode Available | 3 |
| Image Quality Assessment for Magnetic Resonance Imaging | Mar 15, 2022 | DenoisingImage Enhancement | CodeCode Available | 3 |
| The Unreasonable Effectiveness of Deep Features as a Perceptual Metric | Jan 11, 2018 | Image Quality AssessmentSSIM | CodeCode Available | 3 |
| VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank | May 20, 2025 | Image GenerationImage Quality Assessment | CodeCode Available | 2 |
| Q-Insight: Understanding Image Quality via Visual Reinforcement Learning | Mar 28, 2025 | DescriptiveImage Quality Assessment | CodeCode Available | 2 |
| Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption | Mar 14, 2025 | Full reference image quality assessmentFull-Reference Image Quality Assessment | CodeCode Available | 2 |
| Teaching LMMs for Image Quality Scoring and Interpreting | Mar 12, 2025 | DescriptiveImage Quality Assessment | CodeCode Available | 2 |
