Full-Reference Image Quality Assessment on KADID-10K (test)
94.3AccuracyTOPIQ
Evaluation results
| Method | Links | |
|---|---|---|
| TOPIQScenario=Standard, Training Dataset=KADID, Fine-tuned=false2025.03 | 94.3 | |
| A-FINEScenario=Generalized, Training Dataset=Combined, Fine-tuned=false2025.03 | 88.3 | |
| TOPIQScenario=Standard, Training Dataset=Combined, Fine-tuned=true2025.03 | 85 | |
| VSIScenario=Standard, Training Dataset=N.A., Fine-tuned=false2025.03 | 84.8 | |
| FSIMScenario=Standard, Training Dataset=N.A., Fine-tuned=false2025.03 | 83.4 | |
| DISTSScenario=Standard, Training Dataset=Combined, Fine-tuned=true2025.03 | 81.9 | |
| MS-SSIMScenario=Standard, Training Dataset=N.A., Fine-tuned=false2025.03 | 81.8 | |
| DISTSScenario=Standard, Training Dataset=KADID, Fine-tuned=false2025.03 | 81.4 | |
| CKDNScenario=Generalized, Training Dataset=Combined, Fine-tuned=true2025.03 | 80.1 | |
| AHIQScenario=Standard, Training Dataset=Combined, Fine-tuned=true2025.03 | 79.7 | |
| LPIPSScenario=Standard, Training Dataset=Combined, Fine-tuned=true2025.03 | 78.2 | |
| LPIPSScenario=Standard, Training Dataset=BAPPS, Fine-tuned=false2025.03 | 77 | |
| AHIQScenario=Standard, Training Dataset=PIPAL, Fine-tuned=false2025.03 | 76.4 | |
| VIFScenario=Generalized, Training Dataset=N.A., Fine-tuned=false2025.03 | 75.2 | |
| PSNRScenario=Standard, Training Dataset=N.A., Fine-tuned=false2025.03 | 74.8 | |
| SSIMScenario=Standard, Training Dataset=N.A., Fine-tuned=false2025.03 | 74 | |
| CKDNScenario=Generalized, Training Dataset=PIPAL, Fine-tuned=false2025.03 | 70.9 | |
| SFSNScenario=Generalized, Training Dataset=N.A., Fine-tuned=false2025.03 | 70.5 | |
| PCQIScenario=Generalized, Training Dataset=N.A., Fine-tuned=false2025.03 | 65.4 |