Metric: SRCC (higher is better)
| # | Model↕ | SRCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VMAF Y (v061) | 0.942 | No | - | - | Code |
| 2 | VMAF Y (v062) | 0.942 | No | - | - | Code |
| 3 | VMAF Y (v063) | 0.942 | No | - | - | Code |
| 4 | AHIQ | 0.937 | No | Attentions Help CNNs See Better: Attention-based... | 2022-04-22 | Code |
| 5 | VMAF Y (v061_neg) | 0.914 | No | - | - | Code |
| 6 | VIFp | 0.9079 | No | - | - | - |
| 7 | VSI | 0.9053 | No | - | - | - |
| 8 | MS-SSIM | 0.9026 | No | - | - | Code |
| 9 | SR-SIM | 0.9014 | No | - | - | - |
| 10 | FSIM | 0.9 | No | - | - | - |
| 11 | SSIM | 0.8999 | No | - | - | - |
| 12 | HaarPSI | 0.8982 | No | A Haar Wavelet-Based Perceptual Similarity Index... | 2016-07-20 | - |
| 13 | MDSI | 0.8971 | No | Mean Deviation Similarity Index: Efficient and R... | 2016-08-26 | Code |
| 14 | AVQT | 0.892 | No | - | - | - |
| 15 | PSNR | 0.8668 | No | - | - | - |
| 16 | FR GVSP-UGCVQA (single scale) | 0.864 | No | Deep Learning based Full-reference and No-refere... | 2021-06-02 | Code |
| 17 | DVQA | 0.781 | No | - | - | - |
| 18 | ST-GREED | 0.7547 | No | ST-GREED: Space-Time Generalized Entropic Differ... | 2020-10-26 | Code |
| 19 | LPIPS | 0.7538 | No | The Unreasonable Effectiveness of Deep Features ... | 2018-01-11 | Code |
| 20 | FovVideoVDP | 0.537 | No | - | - | Code |