Artifact Detection on Proposed Dataset SPAN
0.1618F1 ScoreLDL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LDLthreshold=0.0052025.10 | 0.1618 | 0.0486 | |
| Oursthreshold=0.32025.10 | 0.154 | 0.0398 | |
| SSIMthreshold=0.552025.10 | 0.1488 | 0.0372 | |
| ssm_jupthreshold=0.22025.10 | 0.1426 | 0.0251 | |
| LPIPSthreshold=0.252025.10 | 0.1371 | 0.03 | |
| DeSRAthreshold=0.32025.10 | 0.1274 | 0.0273 | |
| Oursthreshold=0.152025.10 | 0.1235 | 0.0398 | |
| DISTSthreshold=0.252025.10 | 0.1071 | 0.0213 | |
| bd_jupthreshold=0.12025.10 | 0.092 | 0.0135 | |
| DISTSthreshold=0.252025.10 | 0.0706 | 0.0085 | |
| PAL4Inpaintinput_mode=binary, no-reference=true2025.10 | 0.0609 | — | |
| ERQAthreshold=0.552025.10 | 0.0474 | 0.0017 | |
| LPIPSthreshold=0.252025.10 | 0.0418 | 0.0042 | |
| DeSRAthreshold=0.32025.10 | 0.0371 | 0.0154 | |
| SSIMthreshold=0.552025.10 | 0.0359 | 0.0083 | |
| Oursthreshold=0.152025.10 | 0.0325 | 0.0075 | |
| Oursthreshold=0.32025.10 | 0.031 | 0.0075 | |
| LDLthreshold=0.0052025.10 | 0.0197 | 0.0034 | |
| TOPIQthreshold=0.5, no_reference=true2025.10 | 0.016 | 0.0025 | |
| PaQ-2-PiQthreshold=65, no_reference=true2025.10 | 0.0156 | 0.0006 | |
| ssm_jupthreshold=0.22025.10 | 0.0144 | 0.0011 | |
| PAL4Inpaintinput_mode=binary, no-reference=true2025.10 | 0.0117 | — | |
| bd_jupthreshold=0.12025.10 | 0.0105 | 0.0013 | |
| PaQ-2-PiQthreshold=65, no_reference=true2025.10 | 0.0073 | 0 | |
| TOPIQthreshold=0.5, no_reference=true2025.10 | 0.0071 | 0 | |
| PAL4VSTinput_mode=binary, no-reference=true2025.10 | 0.0062 | — | |
| PAL4VSTinput_mode=binary, no-reference=true2025.10 | 0.0054 | — | |
| ERQAthreshold=0.552025.10 | -0.0137 | -0.0002 |