Blind Image Quality Assessment on KonIQ-10k 1.0 (test)
0.921SROCCKonCept512
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KonCept5122019.10 | 0.921 | 0.937 | |
| DeepBIQBackbone=InceptionResNetV22019.10 | 0.907 | 0.911 | |
| Learning-to-Rank IQA2019.10 | 0.892 | — | |
| DeepBIQBackbone=VGG162019.10 | 0.872 | 0.886 | |
| DeepRNBackbone=ResNet1012019.10 | 0.867 | 0.88 | |
| HOSADimensionality Reduction=PCA to 100 dimensions2019.10 | 0.805 | 0.828 | |
| CORNIADimensionality Reduction=PCA to 100 dimensions2019.10 | 0.78 | 0.808 | |
| BRISQUE2019.10 | 0.705 | 0.707 | |
| DistNet-Q32019.10 | 0.7 | 0.71 | |
| SSEQ2019.10 | 0.604 | 0.612 | |
| BOSICIP2019.10 | 0.604 | 0.606 | |
| DIIVINE2019.10 | 0.589 | 0.612 | |
| BLIINDS-II2019.10 | 0.585 | 0.598 | |
| CNN2019.10 | 0.572 | 0.584 | |
| BIQI2019.10 | 0.559 | 0.616 |