Image Quality Assessment on PIPAL NTIRE 2021 IQA Challenge (test)
0.877PLCCOurs(JSPL)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours(JSPL)Category=FR, Strategy=Joint Semi-supervised and Positive-unlabeled Learning2022.04 | 0.877 | 0.874 | |
| IQMACategory=FR2022.04 | 0.876 | 0.872 | |
| IQTCategory=FR2022.04 | 0.876 | 0.865 | |
| Ours(SL)Category=FR, Strategy=Supervised Learning2022.04 | 0.868 | 0.868 | |
| RADNCategory=FR2022.04 | 0.867 | 0.866 | |
| ASNACategory=FR2022.04 | 0.831 | 0.824 | |
| DeepQACategory=FR2022.04 | 0.795 | 0.785 | |
| EGBCategory=FR2022.04 | 0.775 | 0.776 | |
| PieAPPCategory=FR2022.04 | 0.697 | 0.706 | |
| DISTSCategory=FR2022.04 | 0.686 | 0.674 | |
| IFCCategory=FR2022.04 | 0.677 | 0.594 | |
| SWDCategory=FR2022.04 | 0.668 | 0.661 | |
| SRSIMCategory=FR2022.04 | 0.654 | 0.566 | |
| WaDIQaM-FRCategory=FR2022.04 | 0.654 | 0.678 | |
| LPIPS-VGGCategory=FR2022.04 | 0.647 | 0.591 | |
| LPIPS-AlexCategory=FR2022.04 | 0.646 | 0.628 | |
| MADCategory=FR2022.04 | 0.626 | 0.608 | |
| MS-SSIMCategory=FR2022.04 | 0.563 | 0.486 | |
| FSIMCategory=FR2022.04 | 0.561 | 0.467 | |
| FSIMCCategory=FR2022.04 | 0.559 | 0.468 | |
| UQICategory=FR2022.04 | 0.548 | 0.486 | |
| VIFCategory=FR2022.04 | 0.524 | 0.433 | |
| VSICategory=FR2022.04 | 0.516 | 0.45 | |
| GSMCategory=FR2022.04 | 0.469 | 0.418 | |
| NQMCategory=FR2022.04 | 0.416 | 0.346 | |
| SSIMCategory=FR2022.04 | 0.398 | 0.34 | |
| VSNRCategory=FR2022.04 | 0.375 | 0.321 | |
| RFSIMCategory=FR2022.04 | 0.304 | 0.266 | |
| PSNRCategory=FR2022.04 | 0.292 | 0.255 | |
| MACategory=NR2022.04 | 0.203 | 0.201 | |
| PICategory=NR2022.04 | 0.166 | 0.169 | |
| NIQECategory=NR2022.04 | 0.102 | 0.064 |