Video Quality Assessment on 8-sec Videos 1080P
35FLOPs (G)FasterVQA-MT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FasterVQA-MTResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU, AMI (Aligned Multi-scale Inference)=true2022.10 | 35 | 0.017 | 0.645 | |
| FasterVQA-MSResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU, AMI (Aligned Multi-scale Inference)=true2022.10 | 36 | 0.018 | 0.609 | |
| FAST-VQA-MResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 46 | 0.019 | 0.602 | |
| FasterVQAResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 69 | 0.023 | 2.697 | |
| FAST-VQAResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 279 | 0.045 | 8.678 | |
| VSFAResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 40,919 | 11.14 | 465.6 | |
| PVQResolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 58,501 | 13.79 | 538.4 | |
| BVQA-TCSVT-2022Resolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 112,537 | 27.64 | 1,567 | |
| Full-res Swin-T feat.Resolution=1080P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 118,524 | 8.753 | 234.9 |