| TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment | Aug 6, 2023 | Image Quality AssessmentLocal Distortion | CodeCode Available | 4 | 5 |
| Descriptive Image Quality Assessment in the Wild | May 29, 2024 | DescriptiveImage Quality Assessment | CodeCode Available | 3 | 5 |
| Image Quality Assessment for Magnetic Resonance Imaging | Mar 15, 2022 | DenoisingImage Enhancement | CodeCode Available | 3 | 5 |
| The Unreasonable Effectiveness of Deep Features as a Perceptual Metric | Jan 11, 2018 | Image Quality AssessmentSSIM | CodeCode Available | 3 | 5 |
| PyTorch Image Quality: Metrics for Image Quality Assessment | Aug 31, 2022 | GPUImage Quality Assessment | CodeCode Available | 3 | 5 |
| 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 | 5 |
| A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment | Mar 16, 2024 | Image Quality Assessment | CodeCode Available | 2 | 5 |
| DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer | Jun 13, 2024 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 2 | 5 |
| Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective | Mar 27, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | CodeCode Available | 2 | 5 |
| Deep Learning-based Compression Detection for explainable Face Image Quality Assessment | Jan 7, 2025 | Face Image QualityFace Image Quality Assessment | CodeCode Available | 2 | 5 |
