Video Quality Assessment on CVD 2014
0.883SROCCFastVQA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FastVQA2024.02 | 0.883 | — | — | 0.901 | — | |
| qstDescription=Fully rectified model, Rectifiers=Spatial and Temporal2024.02 | 0.883 | — | — | 0.901 | — | |
| VSFA2019.08 | 0.88 | — | 0.705 | 0.885 | 11.287 | |
| qtDescription=Temporally rectified model, Rectifiers=Temporal2024.02 | 0.879 | — | — | 0.899 | — | |
| qsDescription=Spatially rectified model, Rectifiers=Spatial2024.02 | 0.873 | — | — | 0.892 | — | |
| qbDescription=Base quality predictor, Rectifiers=None2024.02 | 0.87 | — | — | 0.892 | — | |
| Li222024.02 | 0.863 | — | — | 0.883 | — | |
| DOVER2024.02 | 0.858 | — | — | 0.881 | — | |
| VSFA2024.02 | 0.85 | — | — | 0.869 | — | |
| SimpleVQA2024.02 | 0.834 | — | — | 0.864 | — | |
| DOVERInference Time (Sec)=0.047, Testing Protocol=Cross-dataset Testing2024.02 | 0.829 | — | — | 0.832 | — | |
| qstInference Time (Sec)=0.159, Testing Protocol=Cross-dataset Testing2024.02 | 0.823 | — | — | 0.839 | — | |
| Li22Inference Time (Sec)=27.632, Testing Protocol=Cross-dataset Testing2024.02 | 0.817 | — | — | 0.811 | — | |
| qtInference Time (Sec)=0.159, Testing Protocol=Cross-dataset Testing2024.02 | 0.816 | — | — | 0.837 | — | |
| FastVQAInference Time (Sec)=0.045, Testing Protocol=Cross-dataset Testing2024.02 | 0.805 | — | — | 0.814 | — | |
| SimpleVQAInference Time (Sec)=0.714, Testing Protocol=Cross-dataset Testing2024.02 | 0.78 | — | — | 0.802 | — | |
| qsInference Time (Sec)=0.159, Testing Protocol=Cross-dataset Testing2024.02 | 0.775 | — | — | 0.796 | — | |
| VSFAInference Time (Sec)=11.109, Testing Protocol=Cross-dataset Testing2024.02 | 0.756 | — | — | 0.76 | — | |
| VBLIINDS2019.08 | 0.746 | 0 | 0.562 | 0.753 | 14.292 | |
| qbInference Time (Sec)=0.159, Testing Protocol=Cross-dataset Testing2024.02 | 0.74 | — | — | 0.769 | — | |
| BRISQUE2019.08 | 0.709 | 0 | 0.518 | 0.715 | 15.197 | |
| CORNIA2019.08 | 0.614 | 0 | 0.441 | 0.618 | 16.871 | |
| VIDEVALTraining=LIVE-Qualcomm2021.08 | 0.5784 | — | — | 0.5811 | — | |
| NIQE2019.08 | 0.489 | 0 | 0.358 | 0.593 | 17.168 | |
| PVQTraining=LIVE-Qualcomm2021.08 | 0.4701 | — | — | 0.4807 | — | |
| VSFATraining=LIVE-Qualcomm2021.08 | 0.4306 | — | — | 0.4666 | — | |
| TLVQMTraining=LIVE-Qualcomm2021.08 | 0.392 | — | — | 0.4255 | — | |
| BRISQUETraining=LIVE-Qualcomm2021.08 | 0.255 | — | — | 0.2567 | — | |
| VIIDEO2019.08 | 0.023 | 0 | 0.021 | -0.025 | 21.822 |