Image Forgery Detection on ForensicHub IFF-Protocol v2025 (test)

0.842FF-c40FatFormer

Evaluation results

Method
FatFormer2026.02	0.842	0.77	0.866	0.199	0.585	0.784	0.941	0.999	0.983	0.806	0.751	0.758
SICA2026.02	0.825	0.862	0.939	0.965	0.883	0.95	0.929	0.999	0.985	0.897	0.761	0.91
CO-SPY2026.02	0.819	0.78	0.875	0.46	0.716	0.779	0.94	0.989	0.969	0.836	0.748	0.829
Effort2026.02	0.805	0.846	0.93	0.979	0.861	0.943	0.93	0.992	0.96	0.834	0.732	0.892
ConvNext2026.02	0.794	0.784	0.911	0.625	0.598	0.825	0.895	1	0.994	0.849	0.762	0.822
Swin2026.02	0.771	0.746	0.901	0.636	0.631	0.864	0.915	0.999	0.99	0.856	0.758	0.824
Mesorch2026.02	0.767	0.814	0.867	0.285	0.57	0.773	0.629	0.996	0.982	0.819	0.739	0.749
IML-ViT2026.02	0.75	0.726	0.851	0.483	0.556	0.819	0.627	0.991	0.972	0.8	0.703	0.753
SPSL2026.02	0.73	0.726	0.876	0.419	0.545	0.759	0.77	0.987	0.972	0.769	0.738	0.754
Xception2026.02	0.728	0.719	0.87	0.465	0.537	0.756	0.757	0.98	0.966	0.762	0.734	0.752
FFDN2026.02	0.714	0.699	0.871	0.553	0.624	0.927	0.999	1	0.997	0.893	0.782	0.824
MVSS-Net2026.02	0.713	0.7	0.857	0.298	0.539	0.795	0.671	0.994	0.978	0.806	0.741	0.736
Segformer2026.02	0.691	0.748	0.862	0.409	0.562	0.824	0.805	0.998	0.98	0.866	0.736	0.771
UnivFD2026.02	0.69	0.671	0.798	0.886	0.786	0.785	0.742	0.813	0.938	0.684	0.569	0.76
Resnet2026.02	0.681	0.73	0.793	0.482	0.533	0.738	0.619	0.797	0.951	0.681	0.662	0.697
Trufor2026.02	0.642	0.698	0.832	0.306	0.564	0.808	0.726	0.996	0.979	0.805	0.732	0.735
DualNet2026.02	0.637	0.552	0.54	0.268	0.517	0.748	0.899	0.988	0.935	0.658	0.657	0.673
RECCE2026.02	0.634	0.602	0.727	0.506	0.492	0.642	0.684	0.906	0.542	0.688	0.555	0.634
Sia2026.02	0.629	0.584	0.671	0.653	0.483	0.626	0.593	0.748	0.61	0.677	0.574	0.622
Capsule-Net2026.02	0.613	0.66	0.699	0.33	0.527	0.745	0.546	0.971	0.946	0.704	0.67	0.674
HiFiNet2026.02	0.587	0.611	0.648	0.745	0.534	0.677	0.575	0.756	0.937	0.663	0.615	0.668
EfficientNet2026.02	0.504	0.535	0.517	0.623	0.506	0.483	0.544	0.597	0.884	0.581	0.512	0.571
DTD2026.02	0.498	0.52	0.49	0.679	0.498	0.506	0.457	0.499	0.748	0.595	0.496	0.544