No-Reference Video Quality Assessment on LIVE-VQC
0.895SRCCFineVQ
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FineVQ2026.01 | 0.895 | 0.895 | — | |
| DAGR-VQA2026.01 | 0.886 | 0.915 | — | |
| ViNet-SIntegrated with=SpatiotempVQA2026.01 | 0.883 | 0.897 | — | |
| DiffSalIntegrated with=SpatiotempVQA2026.01 | 0.874 | 0.893 | — | |
| UNISALIntegrated with=SpatiotempVQA2026.01 | 0.872 | 0.891 | — | |
| BVQA-2022Attack Status=Before Attack2023.09 | 0.8698 | 0.8457 | — | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8698 | 0.8457 | — | |
| BVQA-2022adversarial_attack=none, attacked=false2023.09 | 0.8698 | 0.8457 | — | |
| BVQA-2022Attack Status=Before Attack2023.09 | 0.8698 | 0.8457 | — | |
| BVQA-2022Condition=Clean (No attack)2023.09 | 0.8698 | 0.8457 | — | |
| DOVER2026.01 | 0.86 | 0.875 | — | |
| MaxVQA2026.01 | 0.854 | 0.873 | — | |
| Patch-VQ2026.01 | 0.827 | 0.837 | — | |
| FastVQA2026.01 | 0.823 | 0.844 | — | |
| KVQ2026.01 | 0.82 | 0.843 | — | |
| TiVQAAttack Status=Before Attack2023.09 | 0.8179 | 0.8067 | — | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8179 | 0.8067 | — | |
| TiVQAadversarial_attack=none, attacked=false2023.09 | 0.8179 | 0.8067 | — | |
| TiVQAAttack Status=Before Attack2023.09 | 0.8179 | 0.8067 | — | |
| TiVQACondition=Clean (No attack)2023.09 | 0.8179 | 0.8067 | — | |
| PTM-VQA2026.01 | 0.811 | 0.82 | — | |
| MDTVSFAAttack Status=Before Attack2023.09 | 0.7908 | 0.8091 | — | |
| MDTVSFAAttack Status=Before Attack2023.09 | 0.7908 | 0.8091 | — | |
| MDTVSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.7908 | 0.8091 | — | |
| MDTVSFAAttack status=Before attack, White-box setting=false2023.09 | 0.7908 | 0.8091 | — | |
| VSFAAttack Status=Before Attack2023.09 | 0.7665 | 0.7506 | — | |
| VSFAAttack Status=Before Attack2023.09 | 0.7665 | 0.7506 | — | |
| VSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.7665 | 0.7506 | — | |
| VSFAAttack status=Before attack, White-box setting=false2023.09 | 0.7665 | 0.7506 | — | |
| VIDEVAL2026.01 | 0.752 | 0.751 | — | |
| StarVQA2026.01 | 0.732 | 0.808 | — | |
| BRISQUE2026.01 | 0.593 | 0.638 | — | |
| BVQA-2022Attack Status=After Black-Box Attack2023.09 | 0.4571 | 0.4778 | 2.2061 | |
| MDTVSFAAttack Status=After Black-Box Attack2023.09 | -0.0074 | 0.0807 | 1.4391 | |
| TiVQAAttack Status=After Black-Box Attack2023.09 | -0.0762 | 0.0452 | 1.3234 | |
| VSFAAttack Status=After Black-Box Attack2023.09 | -0.1605 | -0.0132 | 1.3233 | |
| Score-Reversed Boundary LossTarget Model=TiVQA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.6643 | -0.7352 | -0.2144 | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.6643 | -0.7352 | -0.2144 | |
| Score-Reversed Boundary LossTarget Model=BVQA-2022, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.6705 | -0.6834 | -0.0042 | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.6705 | -0.6834 | -0.0042 | |
| BVQA-2022adversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.6712 | -0.6867 | -0.0229 | |
| BVQA-2022Condition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.6712 | -0.6867 | -0.0229 | |
| TiVQAadversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.6833 | -0.7425 | -0.2214 | |
| TiVQACondition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.6833 | -0.7425 | -0.2214 | |
| Score-Reversed Boundary LossTarget Model=VSFA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.7518 | -0.7322 | -0.4963 | |
| VSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.7518 | -0.7322 | -0.4963 | |
| VSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.7518 | -0.7322 | -0.4963 | |
| Score-Reversed Boundary LossTarget Model=MDTVSFA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.7825 | -0.7729 | -0.3121 | |
| MDTVSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.7825 | -0.7729 | -0.3121 | |
| MDTVSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.7825 | -0.7729 | -0.3121 |