Metric: KLCC (higher is better)
| # | Model↕ | KLCC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VMAF Y (v061) | 0.809 | No | - | - | Code |
| 2 | VMAF Y (v062) | 0.809 | No | - | - | Code |
| 3 | VMAF Y (v063) | 0.809 | No | - | - | Code |
| 4 | AHIQ | 0.8015 | No | Attentions Help CNNs See Better: Attention-based... | 2022-04-22 | Code |
| 5 | VMAF Y (v061_neg) | 0.765 | No | - | - | Code |
| 6 | MS-SSIM | 0.7625 | No | - | - | Code |
| 7 | SSIM | 0.7615 | No | - | - | - |
| 8 | VIFp | 0.7558 | No | - | - | - |
| 9 | VSI | 0.7524 | No | - | - | - |
| 10 | AVQT | 0.7499 | No | - | - | - |
| 11 | SR-SIM | 0.7472 | No | - | - | - |
| 12 | HaarPSI | 0.7451 | No | A Haar Wavelet-Based Perceptual Similarity Index... | 2016-07-20 | - |
| 13 | FSIM | 0.7418 | No | - | - | - |
| 14 | MDSI | 0.7379 | No | Mean Deviation Similarity Index: Efficient and R... | 2016-08-26 | Code |
| 15 | PSNR | 0.7185 | No | - | - | - |
| 16 | FR GVSP-UGCVQA (single scale) | 0.695 | No | Deep Learning based Full-reference and No-refere... | 2021-06-02 | Code |
| 17 | DVQA | 0.6106 | No | - | - | - |
| 18 | ST-GREED | 0.5905 | No | ST-GREED: Space-Time Generalized Entropic Differ... | 2020-10-26 | Code |
| 19 | LPIPS | 0.5846 | No | The Unreasonable Effectiveness of Deep Features ... | 2018-01-11 | Code |
| 20 | FovVideoVDP | 0.382 | No | - | - | Code |