User-Generated Content Video Quality Assessment on YouTube-UGC original (test)
0.811SROCCFAST-VQA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FAST-VQA2022.08 | 0.811 | 0.817 | 0.619 | 0.386 | |
| VIDEVAL2022.08 | 0.778 | 0.773 | 0.583 | 0.404 | |
| 2BiVQA2022.08 | 0.771 | 0.79 | 0.581 | 0.404 | |
| FRIQUEE2022.08 | 0.765 | 0.757 | 0.568 | 0.416 | |
| RAPIQUE2022.08 | 0.761 | 0.762 | 0.561 | 0.406 | |
| StairIQA2022.08 | 0.753 | 0.744 | 0.558 | 0.597 | |
| HIGRADE2022.08 | 0.737 | 0.721 | 0.547 | 0.447 | |
| ResNet-50Backbone=ResNet-502022.08 | 0.718 | 0.709 | 0.522 | 0.453 | |
| VGG-19Backbone=VGG-192022.08 | 0.702 | 0.699 | 0.509 | 0.456 | |
| TLVQM2022.08 | 0.669 | 0.659 | 0.481 | 0.484 | |
| HOSA2022.08 | 0.602 | 0.604 | 0.425 | 0.513 | |
| CORNIA2022.08 | 0.597 | 0.605 | 0.421 | 0.513 | |
| KonCept5122022.08 | 0.587 | 0.594 | 0.41 | 0.513 | |
| V-BLIINDS2022.08 | 0.559 | 0.555 | 0.389 | 0.535 | |
| BRISQUE2022.08 | 0.382 | 0.395 | 0.263 | 0.591 | |
| BMPRI2022.08 | 0.295 | 0.372 | 0.199 | 0.636 | |
| ILNIQE2022.08 | 0.291 | 0.33 | 0.198 | 0.605 | |
| PaQ-2-PiQ2022.08 | 0.265 | 0.293 | 0.177 | 0.615 | |
| NIQE2022.08 | 0.237 | 0.277 | 0.16 | 0.617 |