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

0.842FF-c40

FatFormer

Updated 4d ago

Evaluation Results

Method
FatFormer 2026.02	0.842	0.77	0.866	0.199	0.585	0.784	0.941	0.999	0.983	0.806	0.751	0.758
SICA 2026.02	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-SPY 2026.02	0.819	0.78	0.875	0.46	0.716	0.779	0.94	0.989	0.969	0.836	0.748	0.829
Effort 2026.02	0.805	0.846	0.93	0.979	0.861	0.943	0.93	0.992	0.96	0.834	0.732	0.892
ConvNext 2026.02	0.794	0.784	0.911	0.625	0.598	0.825	0.895	1	0.994	0.849	0.762	0.822
Swin 2026.02	0.771	0.746	0.901	0.636	0.631	0.864	0.915	0.999	0.99	0.856	0.758	0.824
Mesorch 2026.02	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-ViT 2026.02	0.75	0.726	0.851	0.483	0.556	0.819	0.627	0.991	0.972	0.8	0.703	0.753
SPSL 2026.02	0.73	0.726	0.876	0.419	0.545	0.759	0.77	0.987	0.972	0.769	0.738	0.754
Xception 2026.02	0.728	0.719	0.87	0.465	0.537	0.756	0.757	0.98	0.966	0.762	0.734	0.752
FFDN 2026.02	0.714	0.699	0.871	0.553	0.624	0.927	0.999	1	0.997	0.893	0.782	0.824
MVSS-Net 2026.02	0.713	0.7	0.857	0.298	0.539	0.795	0.671	0.994	0.978	0.806	0.741	0.736
Segformer 2026.02	0.691	0.748	0.862	0.409	0.562	0.824	0.805	0.998	0.98	0.866	0.736	0.771
UnivFD 2026.02	0.69	0.671	0.798	0.886	0.786	0.785	0.742	0.813	0.938	0.684	0.569	0.76
Resnet 2026.02	0.681	0.73	0.793	0.482	0.533	0.738	0.619	0.797	0.951	0.681	0.662	0.697
Trufor 2026.02	0.642	0.698	0.832	0.306	0.564	0.808	0.726	0.996	0.979	0.805	0.732	0.735
DualNet 2026.02	0.637	0.552	0.54	0.268	0.517	0.748	0.899	0.988	0.935	0.658	0.657	0.673
RECCE 2026.02	0.634	0.602	0.727	0.506	0.492	0.642	0.684	0.906	0.542	0.688	0.555	0.634
Sia 2026.02	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-Net 2026.02	0.613	0.66	0.699	0.33	0.527	0.745	0.546	0.971	0.946	0.704	0.67	0.674
HiFiNet 2026.02	0.587	0.611	0.648	0.745	0.534	0.677	0.575	0.756	0.937	0.663	0.615	0.668
EfficientNet 2026.02	0.504	0.535	0.517	0.623	0.506	0.483	0.544	0.597	0.884	0.581	0.512	0.571
DTD 2026.02	0.498	0.52	0.49	0.679	0.498	0.506	0.457	0.499	0.748	0.595	0.496	0.544