No-Reference Video Quality Assessment on KoNViD-1k
0.91SRCCFineVQ
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FineVQ2026.01 | 0.91 | 0.915 | — | |
| DOVER2026.01 | 0.909 | 0.906 | — | |
| DAGR-VQA2026.01 | 0.896 | 0.863 | — | |
| MaxVQA2026.01 | 0.894 | 0.895 | — | |
| KVQ2026.01 | 0.89 | 0.892 | — | |
| ViNet-SIntegrated with=SpatiotempVQA2026.01 | 0.872 | 0.887 | — | |
| DiffSalIntegrated with=SpatiotempVQA2026.01 | 0.867 | 0.885 | — | |
| FastVQA2026.01 | 0.859 | 0.855 | — | |
| UNISALIntegrated with=SpatiotempVQA2026.01 | 0.859 | 0.889 | — | |
| PTM-VQA2026.01 | 0.857 | 0.872 | — | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8427 | 0.8469 | — | |
| BVQA-2022adversarial_attack=none, attacked=false2023.09 | 0.8427 | 0.8469 | — | |
| BVQA-2022Attack Status=Before Attack2023.09 | 0.8427 | 0.8469 | — | |
| BVQA-2022Condition=Clean (No attack)2023.09 | 0.8427 | 0.8469 | — | |
| StarVQA2026.01 | 0.812 | 0.796 | — | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8046 | 0.8377 | — | |
| TiVQAadversarial_attack=none, attacked=false2023.09 | 0.8046 | 0.8377 | — | |
| TiVQAAttack Status=Before Attack2023.09 | 0.8046 | 0.8377 | — | |
| TiVQACondition=Clean (No attack)2023.09 | 0.8046 | 0.8377 | — | |
| MDTVSFAAttack Status=Before Attack2023.09 | 0.8003 | 0.8074 | — | |
| MDTVSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.8003 | 0.8074 | — | |
| MDTVSFAAttack status=Before attack, White-box setting=false2023.09 | 0.8003 | 0.8074 | — | |
| Patch-VQ2026.01 | 0.791 | 0.786 | — | |
| VSFAAttack Status=Before Attack2023.09 | 0.7882 | 0.8106 | — | |
| VSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.7882 | 0.8106 | — | |
| VSFAAttack status=Before attack, White-box setting=false2023.09 | 0.7882 | 0.8106 | — | |
| VIDEVAL2026.01 | 0.783 | 0.78 | — | |
| BRISQUE2026.01 | 0.657 | 0.658 | — | |
| BVQA-2022Attack Status=After Black-Box Attack2023.09 | 0.1978 | 0.2215 | 2.048 | |
| MDTVSFAAttack Status=After Black-Box Attack2023.09 | 0.0261 | 0.1235 | 1.7587 | |
| VSFAAttack Status=After Black-Box Attack2023.09 | -0.0305 | 0.0586 | 1.6573 | |
| TiVQAAttack Status=After Black-Box Attack2023.09 | -0.4992 | -0.4099 | 1.2458 | |
| VSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.7198 | -0.8135 | -0.2507 | |
| VSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.7198 | -0.8135 | -0.2507 | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.7212 | -0.8204 | -0.2472 | |
| BVQA-2022adversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.7265 | -0.8224 | -0.0708 | |
| BVQA-2022Condition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.7265 | -0.8224 | -0.0708 | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.7371 | -0.8233 | -0.0579 | |
| MDTVSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.738 | -0.8212 | -0.0368 | |
| MDTVSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.738 | -0.8212 | -0.0368 | |
| TiVQAadversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.7419 | -0.823 | -0.2521 | |
| TiVQACondition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.7419 | -0.823 | -0.2521 |