Video Quality Assessment on LSVQ 1080p original
0.779SRCCFAST-VQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAST-VQAGroup=Ours, Accuracy2022.10 | 0.779 | 0.814 | |
| FasterVQAGroup=Ours, Accuracy2022.10 | 0.772 | 0.811 | |
| BVQA-TCSVT-2022Type=Existing Fixed Deep2022.10 | 0.771 | 0.782 | |
| FasterVQA-MSGroup=Ours, higher efficiency, AMI=true2022.10 | 0.758 | 0.798 | |
| FasterVQA-MTGroup=Ours, higher efficiency, AMI=true2022.10 | 0.753 | 0.791 | |
| Full-res Swin-T feat., 32 x 4 frames2022.10 | 0.739 | 0.753 | |
| FAST-VQA-MGroup=Ours, higher efficiency2022.10 | 0.739 | 0.773 | |
| PVQ w/patchType=Existing Fixed Deep2022.10 | 0.711 | 0.739 | |
| PVQ wo/patchType=Existing Fixed Deep2022.10 | 0.686 | 0.708 | |
| VSFAType=Existing Fixed Deep2022.10 | 0.675 | 0.704 | |
| TLVQMType=Existing Classical2022.10 | 0.589 | 0.616 | |
| VIDEVALType=Existing Classical2022.10 | 0.545 | 0.554 | |
| BRISQUEType=Existing Classical2022.10 | 0.497 | 0.531 |