Artifact Detection on Proposed Dataset prominent subset
36.69IoUprominence-modeling method
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| prominence-modeling methodthreshold=0.3, reference_input=Original HR2025.10 | 36.69 | — | — | |
| prominence-modeling methodthreshold=0.15, reference_input=Original HR2025.10 | 36.39 | 47.56 | 1.5 | |
| DISTSthreshold=0.25, reference_input=Original HR2025.10 | 35.25 | 26.19 | 5 | |
| SSIMthreshold=0.55, reference_input=Original HR2025.10 | 34.6 | 38.03 | 2.3 | |
| prominence-modeling methodthreshold=0.15, reference_input=SPAN2025.10 | 30.18 | 39.31 | 1.5 | |
| prominence-modeling methodthreshold=0.15, reference_input=RLFN2025.10 | 29.03 | 38.29 | 1.5 | |
| bd_jupthreshold=0.1, reference_input=Original HR2025.10 | 28.43 | 33.11 | 7.2 | |
| DISTSthreshold=0.25, reference_input=SPAN2025.10 | 28.2 | 32.42 | 5 | |
| DISTSthreshold=0.25, reference_input=RLFN2025.10 | 27.83 | 33.86 | 5 | |
| SSIMthreshold=0.55, reference_input=SPAN2025.10 | 26.42 | 38.62 | 2.3 | |
| LPIPSthreshold=0.25, reference_input=Original HR2025.10 | 26.21 | 38.61 | 4.7 | |
| DeSRAthreshold=0.3, reference_input=Original HR2025.10 | 25.6 | 31.73 | 3.3 | |
| ERQAthreshold=0.55, reference_input=Original HR2025.10 | 24.95 | 12.2 | 10 | |
| SSIMthreshold=0.55, reference_input=RLFN2025.10 | 24.37 | 37.1 | 2.3 | |
| ssm_jupthreshold=0.2, reference_input=Original HR2025.10 | 23.68 | 21.27 | 7 | |
| prominence-modeling methodthreshold=0.3, reference_input=SPAN2025.10 | 23.57 | — | — | |
| prominence-modeling methodthreshold=0.3, reference_input=RLFN2025.10 | 23.11 | — | — | |
| LDLthreshold=0.005, reference_input=SPAN2025.10 | 17.88 | 31.1 | 5 | |
| LDLthreshold=0.005, reference_input=RLFN2025.10 | 17.79 | 33.61 | 5 | |
| ERQAthreshold=0.55, reference_input=SPAN2025.10 | 16.7 | 10.52 | 10 | |
| ERQAthreshold=0.55, reference_input=RLFN2025.10 | 14.92 | 10.52 | 10 | |
| TOPIQthreshold=0.5, no-ref=true, reference_input=Original HR2025.10 | 14.06 | 8.6 | 9.5 | |
| LPIPSthreshold=0.25, reference_input=SPAN2025.10 | 13.4 | 30.44 | 4.7 | |
| LPIPSthreshold=0.25, reference_input=RLFN2025.10 | 13.24 | 29.71 | 4.7 | |
| LDLthreshold=0.005, reference_input=Original HR2025.10 | 10.43 | 13.87 | 5 | |
| PaQ-2-PiQthreshold=65, no-ref=true, reference_input=Original HR2025.10 | 7.82 | 3.44 | 10.5 | |
| PAL4Inpaintbin.=true, no-ref=true, reference_input=Original HR2025.10 | 7.53 | — | — | |
| PAL4VSTbin.=true, no-ref=true, reference_input=Original HR2025.10 | 4.63 | — | — |