Video Quality Assessment on LSVQ original (test)
0.876SRCCFAST-VQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FAST-VQAGroup=Ours, Accuracy, relative_FLOPs=1x2022.10 | 0.876 | 0.877 | |
| FasterVQAGroup=Ours, Accuracy, relative_FLOPs=0.25x2022.10 | 0.873 | 0.874 | |
| FasterVQA-MTGroup=Ours, higher efficiency, relative_FLOPs=0.125x, AMI=true2022.10 | 0.86 | 0.861 | |
| BVQA-TCSVT-2022Type=Existing Fixed Deep, relative_FLOPs=403x2022.10 | 0.852 | 0.854 | |
| FAST-VQA-MGroup=Ours, higher efficiency, relative_FLOPs=0.165x2022.10 | 0.852 | 0.854 | |
| FasterVQA-MSGroup=Ours, higher efficiency, relative_FLOPs=0.130x, AMI=true2022.10 | 0.846 | 0.85 | |
| Full-res Swin-T feat., 32 x 4 framesrelative_FLOPs=42.5x2022.10 | 0.835 | 0.833 | |
| PVQ w/patchType=Existing Fixed Deep, relative_FLOPs=210x2022.10 | 0.827 | 0.828 | |
| PVQ wo/patchType=Existing Fixed Deep, relative_FLOPs=210x2022.10 | 0.814 | 0.816 | |
| VSFAType=Existing Fixed Deep, relative_FLOPs=147x2022.10 | 0.801 | 0.796 | |
| VIDEVALType=Existing Classical, relative_FLOPs=NA2022.10 | 0.794 | 0.783 | |
| TLVQMType=Existing Classical, relative_FLOPs=NA2022.10 | 0.772 | 0.774 | |
| BRISQUEType=Existing Classical, relative_FLOPs=NA2022.10 | 0.569 | 0.576 |