No-Reference Video Quality Assessment on LSVQ (test)
0.8613SRCCBVQA-2022
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BVQA-2022Attack Status=Before Attack2023.09 | 0.8613 | 0.8531 | — | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8613 | 0.8531 | — | |
| BVQA-2022adversarial_attack=none, attacked=false2023.09 | 0.8613 | 0.8531 | — | |
| BVQA-2022Evaluation Scenario=Before Attack2023.09 | 0.8613 | 0.8531 | — | |
| BVQA-2022Attack Status=Before Attack2023.09 | 0.8613 | 0.8531 | — | |
| BVQA-2022Condition=Clean (No attack)2023.09 | 0.8613 | 0.8531 | — | |
| TiVQAAttack Status=Before Attack2023.09 | 0.8331 | 0.8343 | — | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Original2023.09 | 0.8331 | 0.8343 | — | |
| TiVQAadversarial_attack=none, attacked=false2023.09 | 0.8331 | 0.8343 | — | |
| TiVQAEvaluation Scenario=Before Attack2023.09 | 0.8331 | 0.8343 | — | |
| TiVQAAttack Status=Before Attack2023.09 | 0.8331 | 0.8343 | — | |
| TiVQACondition=Clean (No attack)2023.09 | 0.8331 | 0.8343 | — | |
| MDTVSFAAttack Status=Before Attack2023.09 | 0.8136 | 0.8125 | — | |
| MDTVSFAAttack Status=Before Attack2023.09 | 0.8136 | 0.8125 | — | |
| MDTVSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.8136 | 0.8125 | — | |
| MDTVSFAAttack status=Before attack, White-box setting=false2023.09 | 0.8136 | 0.8125 | — | |
| VSFAAttack Status=Before Attack2023.09 | 0.7865 | 0.7972 | — | |
| VSFAAttack Status=Before Attack2023.09 | 0.7865 | 0.7972 | — | |
| VSFAAttack Status=Before attack, Setting=White-box, Constraint=L2 norm2023.09 | 0.7865 | 0.7972 | — | |
| VSFAAttack status=Before attack, White-box setting=false2023.09 | 0.7865 | 0.7972 | — | |
| BVQA-2022Evaluation Scenario=After Attack2023.09 | 0.3355 | 0.424 | 2.2269 | |
| BVQA-2022Attack Status=After Black-Box Attack2023.09 | 0.3355 | 0.424 | 2.2269 | |
| VSFAAttack Status=After Black-Box Attack2023.09 | 0.2386 | 0.2413 | 2.3545 | |
| MDTVSFAAttack Status=After Black-Box Attack2023.09 | -0.0706 | -0.0384 | 2.1352 | |
| TiVQAEvaluation Scenario=After Attack2023.09 | -0.3343 | -0.2161 | 1.8086 | |
| TiVQAAttack Status=After Black-Box Attack2023.09 | -0.3343 | -0.2161 | 1.8086 | |
| Score-Reversed Boundary LossTarget Model=MDTVSFA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.6623 | -0.7906 | 0.4252 | |
| MDTVSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.6623 | -0.7906 | 0.4252 | |
| MDTVSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.6623 | -0.7906 | 0.4252 | |
| Score-Reversed Boundary LossTarget Model=VSFA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.6723 | -0.6765 | 0.2692 | |
| VSFAAttack Status=After attack, Setting=White-box, Constraint=L2 norm2023.09 | -0.6723 | -0.6765 | 0.2692 | |
| VSFAAttack status=After attack, White-box setting=true, L2 norm constraint=True2023.09 | -0.6723 | -0.6765 | 0.2692 | |
| Score-Reversed Boundary LossTarget Model=TiVQA, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.7457 | -0.7898 | 0.0248 | |
| TiVQAAttack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.7457 | -0.7898 | 0.0248 | |
| TiVQAadversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.7591 | -0.7935 | 0.0178 | |
| TiVQACondition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.7591 | -0.7935 | 0.0178 | |
| Score-Reversed Boundary LossTarget Model=BVQA-2022, Attack Status=After Attack, Constraint=L2 norm, Setting=white-box2023.09 | -0.7679 | -0.8063 | 0.0693 | |
| BVQA-2022Attack Setting=White-box, Norm Constraint=L2, Attack Status=Under Attack (Score-Reversed Boundary Loss)2023.09 | -0.7679 | -0.8063 | 0.0693 | |
| BVQA-2022adversarial_attack=white-box (L_inf norm), attacked=true2023.09 | -0.7769 | -0.8093 | 0.0533 | |
| BVQA-2022Condition=Under L_inf attack, Attack Setting=White-box2023.09 | -0.7769 | -0.8093 | 0.0533 |