Image-level detection on OpenSDID SD1.5 (in-domain)
96.15F1 ScoreCAT-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CAT-NetMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 96.15 | 96.15 | |
| PSCC-NetMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 96.07 | 96.14 | |
| IML-VITMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 94.47 | 75.73 | |
| MVSS-NetMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 93.47 | 93.65 | |
| MaskCLIPMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 92.64 | 92.72 | |
| RINEMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 91.08 | 90.98 | |
| TruForMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 90.12 | 97.73 | |
| CNNDetMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 84.6 | 85.04 | |
| DeCLIPMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 80.68 | 78.31 | |
| GramNetMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 80.51 | 80.35 | |
| NPRMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 79.41 | 79.28 | |
| UniFDMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 77.45 | 77.6 | |
| FreqNetMethod Category=Image-level detection method, Evaluation Protocol=Image-level performance2025.03 | 75.88 | 77.7 | |
| ObjectFormerMethod Category=Pixel-level detection and localization method, Evaluation Protocol=Image-level performance2025.03 | 71.72 | 75.22 |