Artifact Detection on Proposed Dataset Original HR
5.59F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oursthreshold=0.32025.10 | 5.59 | 1.21 | |
| DISTSthreshold=0.252025.10 | 5.55 | 0.62 | |
| DeSRAthreshold=0.32025.10 | 4.05 | 0.68 | |
| Oursthreshold=0.152025.10 | 3.55 | 1.21 | |
| LPIPSthreshold=0.252025.10 | 3.52 | 0.49 | |
| LDLthreshold=0.0052025.10 | 2.75 | 0.39 | |
| ssm_jupthreshold=0.22025.10 | 2.51 | 0.12 | |
| SSIMthreshold=0.552025.10 | 1.4 | 0.22 | |
| PAL4Inpaintinput_mode=binary, no-reference=true2025.10 | 1.17 | — | |
| PaQ-2-PiQthreshold=65, no_reference=true2025.10 | 0.73 | 0 | |
| TOPIQthreshold=0.5, no_reference=true2025.10 | 0.71 | 0 | |
| PAL4VSTinput_mode=binary, no-reference=true2025.10 | 0.62 | — | |
| bd_jupthreshold=0.12025.10 | 0.43 | 0.27 | |
| ERQAthreshold=0.552025.10 | 0.28 | 0.01 |