Video Quality Assessment on 540P Video Resolution
4FLOPs (G)FAST-VQA-M
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FAST-VQA-M2022.07 | 4 | 0.019 | 0.729 | |
| FAST-VQA2022.07 | 27 | 0.044 | 9.019 | |
| FasterVQA-MTResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU, AMI (Aligned Multi-scale Inference)=true2022.10 | 35 | 0.018 | 0.647 | |
| FasterVQA-MSResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU, AMI (Aligned Multi-scale Inference)=true2022.10 | 36 | 0.016 | 0.594 | |
| FAST-VQA-MResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 46 | 0.019 | 0.598 | |
| FasterVQAResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 69 | 0.023 | 2.754 | |
| FAST-VQAResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 279 | 0.044 | 8.839 | |
| Full-res Swin-T feat.2022.07 | 303 | 3.226 | 102 | |
| VSFA2022.07 | 1,024 | 2.603 | 92.761 | |
| PVQ2022.07 | 1,464 | 3.091 | 97.85 | |
| VSFAResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 10,249 | 2.603 | 152.4 | |
| PVQResolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 14,646 | 3.091 | 149.5 | |
| BVQA-TCSVT-2022Resolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 28,176 | 5.392 | 378.3 | |
| Full-res Swin-T feat.Resolution=540P, Video Duration=8-sec, Hardware=Tesla V100 GPU / Apple M1 CPU2022.10 | 30,321 | 3.226 | 102 |