📊 Showing 6 results | 📏 Metric: SRCC
Rank | Model | Paper | SRCC | Date | Code |
---|---|---|---|---|---|
1 | UNIQUE | UNIQUE: Unsupervised Image Quality Estimation | 0.76 | 2018-10-15 | 📦 olivesgatech/UNIQUE-Unsupervised-Image-Quality-Estimation 📦 olivesgatech/UNIQUE-Project-Repository |
2 | LINEARITY | Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment | 0.76 | 2020-08-10 | 📦 lidq92/LinearityIQA |
3 | MUSIQ | MUSIQ: Multi-scale Image Quality Transformer | 0.74 | 2021-08-12 | 📦 google-research/google-research 📦 anse3832/MUSIQ |
4 | PaQ-2-PiQ | From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality | 0.71 | 2019-12-20 | 📦 baidut/PaQ-2-PiQ 📦 fastiqa/fastiqa |
5 | NIMA | NIMA: Neural Image Assessment | 0.67 | 2017-09-15 | 📦 idealo/image-quality-assessment 📦 titu1994/neural-image-assessment 📦 kentsyx/Neural-IMage-Assessment |
6 | KonCept512 | KonIQ-10k: Towards an ecologically valid and large-scale IQA database | 0.66 | 2018-03-22 | 📦 subpic/koniq |