Visual Quality Assessment on AIGCIQA 2023
0.853SRCCMA-AGIQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MA-AGIQAType=data-driven, Supervision Setting=Supervised2026.02 | 0.853 | 0.856 | |
| Q-AlignType=data-driven, Supervision Setting=Supervised2026.02 | 0.841 | 0.86 | |
| ELIQType=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.837 | 0.851 | |
| HyperIQAType=data-driven, Supervision Setting=Supervised2026.02 | 0.822 | 0.852 | |
| MANIQAType=data-driven, Supervision Setting=Supervised2026.02 | 0.818 | 0.847 | |
| CLIP-IQA+Type=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.817 | 0.835 | |
| StairIQAType=data-driven, Supervision Setting=Supervised2026.02 | 0.808 | 0.832 | |
| HyperAlignVenue=-2026.01 | 0.8078 | 0.8013 | |
| DBCNNType=data-driven, Supervision Setting=Supervised2026.02 | 0.807 | 0.829 | |
| MUSIQType=data-driven, Supervision Setting=Supervised2026.02 | 0.803 | 0.82 | |
| IPCEVenue=CVPRW’242026.01 | 0.7979 | 0.7887 | |
| CIA-NetVenue=PR’252026.01 | 0.7977 | 0.78 | |
| AMFF-NetVenue=TBC’242026.01 | 0.7782 | 0.7638 | |
| CONTRIQUEType=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.771 | 0.789 | |
| LIQEVenue=CVPR’232026.01 | 0.7705 | 0.7589 | |
| Re-IQAType=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.769 | 0.789 | |
| GRepQ-DType=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.767 | 0.783 | |
| ELIQType=data-driven, Supervision Setting=Label-free2026.02 | 0.767 | 0.781 | |
| MUSIQVenue=ICCV’212026.01 | 0.762 | 0.7527 | |
| HyperIQAVenue=CVPR’202026.01 | 0.7541 | 0.7439 | |
| ARNIQAType=data-driven, Supervision Setting=Weak-supervised2026.02 | 0.754 | 0.764 | |
| CLIPIQAVenue=AAAI’232026.01 | 0.7321 | 0.6826 | |
| TReSVenue=TIP’222026.01 | 0.7292 | 0.7266 | |
| DB-CNNVenue=TCSVT’202026.01 | 0.6837 | 0.6787 | |
| DUBMAType=data-driven, Supervision Setting=Label-free2026.02 | 0.671 | 0.68 | |
| StairIQAVenue=JSTSP’232026.01 | 0.6641 | 0.6625 | |
| MDFSType=data-driven, Supervision Setting=Label-free2026.02 | 0.659 | 0.667 | |
| QualiCLIPType=data-driven, Supervision Setting=Label-free2026.02 | 0.646 | 0.661 | |
| Re-IQAVenue=CVPR’232026.01 | 0.643 | 0.6355 | |
| GRepQ-ZType=data-driven, Supervision Setting=Label-free2026.02 | 0.602 | 0.612 | |
| ILNIQEType=handcraft, Supervision Setting=Label-free2026.02 | 0.594 | 0.611 | |
| CLIP-IQAType=data-driven, Supervision Setting=Label-free2026.02 | 0.589 | 0.604 | |
| NIQEType=handcraft, Supervision Setting=Label-free2026.02 | 0.511 | 0.523 | |
| BRISQUEType=handcraft, Supervision Setting=Supervised2026.02 | 0.446 | 0.465 |