Artifact Detection on Proposed Dataset RLFN
19.02F1 ScoreOurs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Oursthreshold=0.32025.10 | 19.02 | 6.05 | |
| SSIMthreshold=0.552025.10 | 17.86 | 5.51 | |
| Oursthreshold=0.152025.10 | 17.37 | 6.05 | |
| DeSRAthreshold=0.32025.10 | 16.96 | 5.5 | |
| ssm_jupthreshold=0.22025.10 | 16.9 | 3.46 | |
| DISTSthreshold=0.252025.10 | 16.37 | 4.57 | |
| LDLthreshold=0.0052025.10 | 16.22 | 5.03 | |
| LPIPSthreshold=0.252025.10 | 14.62 | 3.89 | |
| bd_jupthreshold=0.12025.10 | 11.81 | 2.44 | |
| DISTSthreshold=0.252025.10 | 7.06 | 0.82 | |
| PAL4Inpaintinput_mode=binary, no-reference=true2025.10 | 6.09 | — | |
| ERQAthreshold=0.552025.10 | 3.99 | 0.25 | |
| LPIPSthreshold=0.252025.10 | 3.64 | 0.43 | |
| SSIMthreshold=0.552025.10 | 3.44 | 0.54 | |
| Oursthreshold=0.32025.10 | 3.34 | 0.75 | |
| DeSRAthreshold=0.32025.10 | 3.15 | 1.2 | |
| Oursthreshold=0.152025.10 | 3.12 | 0.75 | |
| ssm_jupthreshold=0.22025.10 | 1.8 | 0.09 | |
| TOPIQthreshold=0.5, no_reference=true2025.10 | 1.6 | 0.25 | |
| PaQ-2-PiQthreshold=65, no_reference=true2025.10 | 1.56 | 0.06 | |
| PAL4Inpaintinput_mode=binary, no-reference=true2025.10 | 1.17 | — | |
| bd_jupthreshold=0.12025.10 | 0.74 | 0.17 | |
| 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 | — | |
| PAL4VSTinput_mode=binary, no-reference=true2025.10 | 0.54 | — | |
| LDLthreshold=0.0052025.10 | 0.35 | 0.08 | |
| ERQAthreshold=0.552025.10 | -1.95 | -0.04 |