Non-Reference Image Quality Assessment on LIVEC (test)
12.593RMSEHyperIQA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HyperIQAAttack=Perceptual, Training Strategy=NT2024.03 | 12.593 | 0.858 | |
| DBCNNAttack=Kor.*, Training Strategy=Baseline2024.03 | 12.617 | 0.863 | |
| DBCNNAttack=Kor.*, Training Strategy=NT2024.03 | 12.707 | 0.856 | |
| HyperIQAAttack=Perceptual, Training Strategy=Baseline2024.03 | 13.565 | 0.815 | |
| HyperIQAAttack=UAP*, Training Strategy=NT2024.03 | 16.363 | 0.822 | |
| HyperIQAAttack=FGSM, Training Strategy=NT2024.03 | 16.828 | 0.81 | |
| LinearityIQAAttack=UAP*, Training Strategy=NT2024.03 | 16.847 | 0.739 | |
| LinearityIQAAttack=UAP*, Training Strategy=Baseline2024.03 | 16.997 | 0.715 | |
| DBCNNAttack=UAP*, Training Strategy=NT2024.03 | 17.188 | 0.76 | |
| MANIQAAttack=Kor.*, Training Strategy=NT2024.03 | 17.395 | 0.847 | |
| HyperIQAAttack=Kor.*, Training Strategy=NT2024.03 | 17.667 | 0.802 | |
| HyperIQAAttack=UAP*, Training Strategy=Baseline2024.03 | 17.765 | 0.736 | |
| LinearityIQAAttack=Kor.*, Training Strategy=NT2024.03 | 17.865 | 0.775 | |
| MANIQAAttack=Kor.*, Training Strategy=Baseline2024.03 | 18.423 | 0.828 | |
| HyperIQAAttack=Kor.*, Training Strategy=Baseline2024.03 | 18.564 | 0.808 | |
| LinearityIQAAttack=Kor.*, Training Strategy=Baseline2024.03 | 19.5 | 0.775 | |
| DBCNNAttack=UAP*, Training Strategy=Baseline2024.03 | 19.775 | 0.705 | |
| MANIQAAttack=Perceptual, Training Strategy=NT2024.03 | 21.998 | 0.871 | |
| MANIQAAttack=Perceptual, Training Strategy=Baseline2024.03 | 22.245 | 0.876 | |
| MANIQAAttack=UAP*, Training Strategy=Baseline2024.03 | 23.109 | 0.773 | |
| DBCNNAttack=FGSM, Training Strategy=NT2024.03 | 24.711 | 0.2 | |
| MANIQAAttack=FGSM, Training Strategy=Baseline2024.03 | 24.899 | 0.417 | |
| MANIQAAttack=FGSM, Training Strategy=NT2024.03 | 25.712 | 0.772 | |
| HyperIQAAttack=FGSM, Training Strategy=Baseline2024.03 | 25.729 | 0.021 | |
| MANIQAAttack=UAP*, Training Strategy=NT2024.03 | 27.832 | 0.839 | |
| DBCNNAttack=FGSM, Training Strategy=Baseline2024.03 | 36.758 | -0.318 | |
| LinearityIQAAttack=FGSM, Training Strategy=NT2024.03 | 40.104 | -0.347 | |
| LinearityIQAAttack=FGSM, Training Strategy=Baseline2024.03 | 50.823 | -0.375 | |
| DBCNNAttack=Perceptual, Training Strategy=NT2024.03 | 51.961 | 0.643 | |
| LinearityIQAAttack=Perceptual, Training Strategy=NT2024.03 | 80.949 | 0.567 | |
| DBCNNAttack=Perceptual, Training Strategy=Baseline2024.03 | 88.864 | -0.127 | |
| LinearityIQAAttack=Perceptual, Training Strategy=Baseline2024.03 | 115.395 | 0.477 |