360 Image Quality Assessment on CVIQD (test)
0.97SRCCRL-ScanIQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RL-ScanIQAEvaluation Setting=Blind2026.03 | 0.97 | 0.97 | |
| Assessor360Evaluation Setting=Blind2026.03 | 0.958 | 0.963 | |
| F-VQA (A)Evaluation Setting=Blind2026.03 | 0.953 | 0.904 | |
| VGCNEvaluation Setting=Blind2026.03 | 0.946 | 0.932 | |
| VU-BOIQAEvaluation Setting=Blind2026.03 | 0.944 | 0.952 | |
| VSIEvaluation Setting=Full-reference2026.03 | 0.921 | 0.935 | |
| AHGCNEvaluation Setting=Blind2026.03 | 0.915 | 0.926 | |
| BRISQUEEvaluation Setting=Blind2026.03 | 0.905 | 0.922 | |
| DISTSEvaluation Setting=Full-reference2026.03 | 0.901 | 0.887 | |
| NIQEEvaluation Setting=Blind2026.03 | 0.893 | 0.872 | |
| MP-BOIQAEvaluation Setting=Blind2026.03 | 0.885 | 0.902 | |
| TreSEvaluation Setting=Blind2026.03 | 0.883 | 0.925 | |
| MC360IQAEvaluation Setting=Blind2026.03 | 0.877 | 0.892 | |
| WS-SSIMEvaluation Setting=Full-reference2026.03 | 0.873 | 0.754 | |
| Q-InsightEvaluation Setting=Blind2026.03 | 0.872 | 0.801 | |
| LPIPSEvaluation Setting=Full-reference2026.03 | 0.822 | 0.83 | |
| S-SSIMEvaluation Setting=Full-reference2026.03 | 0.822 | 0.83 | |
| DBCNNEvaluation Setting=Blind2026.03 | 0.805 | 0.873 | |
| GSR-XEvaluation Setting=Blind2026.03 | 0.805 | 0.957 | |
| GSR-XTrain Dataset=JUFE2026.03 | 0.782 | 0.733 | |
| WS-PSNREvaluation Setting=Full-reference2026.03 | 0.778 | 0.812 | |
| RL-ScanIQATrain Dataset=JUFE2026.03 | 0.771 | 0.802 | |
| VGCNTrain Dataset=JUFE2026.03 | 0.753 | 0.705 | |
| LIQEEvaluation Setting=Blind2026.03 | 0.723 | 0.844 | |
| SSIMEvaluation Setting=Full-reference2026.03 | 0.668 | 0.705 | |
| F-VQA (A)Train Dataset=JUFE2026.03 | 0.665 | 0.683 | |
| Assessor360Train Dataset=JUFE2026.03 | 0.617 | 0.405 | |
| AHGCNTrain Dataset=JUFE2026.03 | 0.601 | 0.611 | |
| MFILGNEvaluation Setting=Blind2026.03 | 0.514 | 0.498 | |
| MANIQAEvaluation Setting=Blind2026.03 | 0.511 | 0.587 | |
| VU-BOIQATrain Dataset=JUFE2026.03 | 0.503 | 0.415 | |
| Clip-IQAEvaluation Setting=Blind2026.03 | 0.399 | 0.428 | |
| MC360IQATrain Dataset=JUFE2026.03 | 0.275 | 0.311 |