No-Reference Image Quality Assessment on SQUARE-LOL
0.8726SRCCPreference-Guided Debiasing
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Preference-Guided DebiasingType=Deep-learning2026.03 | 0.8726 | 0.8913 | 0.6904 | |
| IACAType=Deep-learning2026.03 | 0.8305 | 0.8484 | 0.653 | |
| MIIHDPType=Deep-learning2026.03 | 0.8246 | 0.8389 | 0.6442 | |
| DBCNNType=Deep-learning2026.03 | 0.7934 | 0.8056 | 0.6373 | |
| TReSType=Deep-learning2026.03 | 0.7803 | 0.8002 | 0.6286 | |
| UNIQUEType=Deep-learning2026.03 | 0.7766 | 0.7899 | 0.6215 | |
| MUSIQType=Deep-learning2026.03 | 0.7729 | 0.7942 | 0.629 | |
| HyperIQAType=Deep-learning2026.03 | 0.7419 | 0.7676 | 0.5769 | |
| SGRNetType=Deep-learning2026.03 | 0.7223 | 0.7356 | 0.5741 | |
| StairIQAType=Deep-learning2026.03 | 0.6932 | 0.7226 | 0.5255 | |
| AGAIQAType=Deep-learning2026.03 | 0.6824 | 0.702 | 0.5213 | |
| ILNIQEType=Handcrafted2026.03 | 0.1807 | 0.1975 | 0.061 | |
| ISType=Handcrafted2026.03 | 0.1631 | 0.176 | 0.0574 | |
| BRISQUEType=Handcrafted2026.03 | 0.1532 | 0.1813 | 0.0593 | |
| NIQEType=Handcrafted2026.03 | 0.1378 | 0.1572 | 0.055 |