Image-level manipulation detection on CASIA v1+
0.942AUCCAT-Netv2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CAT-Netv22023.12 | 0.942 | — | — | — | 83.8 | |
| MVSS-NetDecision threshold=0.52021.12 | 0.937 | 61.5 | 98.8 | 75.8 | — | |
| MVSS-Net2023.12 | 0.932 | — | — | — | 52.8 | |
| MMFusionComponent=Early Fusion with FRD2023.12 | 0.931 | — | — | — | 86 | |
| Late FusionReference=Sec. III-C2023.12 | 0.93 | — | — | — | 86 | |
| Early FusionReference=Sec. III-D2023.12 | 0.929 | — | — | — | 84.5 | |
| TruFor2023.12 | 0.916 | — | — | — | 81.3 | |
| PSCC-Net2023.12 | 0.869 | — | — | — | 52 | |
| MVSS-Net++Decision threshold=0.52021.12 | 0.862 | 53.6 | 98.4 | 69.4 | — | |
| FCNDecision threshold=0.52021.12 | 0.77 | 72.8 | 64.3 | 68.3 | — | |
| CR-CNNDecision threshold=0.52021.12 | 0.719 | 93 | 13.9 | 24.2 | — | |
| CR-CNN2023.12 | 0.67 | — | — | — | 48.1 | |
| CAT-NetDecision threshold=0.52021.12 | 0.647 | 23.9 | 92.1 | 38 | — | |
| ManTraNet2023.12 | 0.644 | — | — | — | 50 | |
| ManrTra-NetDecision threshold=0.52021.12 | 0.5 | 100 | 0 | 0 | — | |
| GSR-NetDecision threshold=0.52021.12 | 0.5 | 99.4 | 0 | 0 | — | |
| SPANDecision threshold=0.52021.12 | 0.5 | 100 | 0 | 0 | — | |
| H-LSTMDecision threshold=0.52021.12 | 0.498 | 99.7 | 0 | 0 | — | |
| SPAN2023.12 | 0.48 | — | — | — | 11.2 |