Video Quality Assessment Adversarial Attack on VSFA
0.635PLCCSquare Attack
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Square AttackAttack Type=Black-box2025.01 | 0.635 | 0.579 | |
| PGDImage quality metric=PaQ-2-PiQ2025.01 | 0.619 | 0.571 | |
| PGDImage quality metric=NIMA2025.01 | 0.578 | 0.518 | |
| PGDImage quality metric=SPAQ2025.01 | 0.544 | 0.564 | |
| IC2VQAImage quality metric=NIMA2025.01 | 0.475 | 0.453 | |
| IC2VQAImage quality metric=PaQ-2-PiQ2025.01 | 0.45 | 0.404 | |
| IC2VQAImage quality metric=SPAQ2025.01 | 0.404 | 0.311 | |
| AttackVQAAttack Type=Black-box2025.01 | 0.335 | 0.289 |