Anomaly Detection on Eyecandies

0.98Candy Cane ScoreRGB-cD-N

Evaluation Results

Method
RGB-cD-N2023.03	0.98	0.979	0.982	0.978	0.951	0.853	0.971	0.978	0.985	0.967	0.962
M3DM2023.03	0.977	0.903	0.902	0.93	0.875	0.832	0.909	0.968	0.868	0.918	0.908
M3DM2023.03	0.974	0.987	0.962	0.998	0.966	0.941	0.973	0.984	0.996	0.985	0.977
RGB-D2023.03	0.973	0.927	0.958	0.945	0.929	0.806	0.827	0.977	0.931	0.928	0.92
RGB2023.03	0.972	0.933	0.96	0.945	0.929	0.815	0.855	0.977	0.931	0.928	0.925
M3DM2023.03	0.956	0.979	0.958	0.998	0.976	0.941	0.977	0.986	0.997	0.988	0.976
MVAD2026.04	0.933	0.847	0.685	0.814	0.855	0.736	0.855	0.956	0.842	0.773	0.83
CFM (DINO-v2 + FPFH)2026.04	0.928	0.775	0.706	0.764	0.797	0.654	0.876	0.946	0.871	0.802	0.812
PatchCore (WRN-101)2026.04	0.911	0.823	0.651	0.787	0.777	0.712	0.847	0.96	0.891	0.772	0.813
SGANet2026.04	0.846	0.921	0.795	0.879	0.899	0.712	0.887	0.885	0.884	0.834	0.854
2M3DF2026.03	0.753	0.955	0.937	0.967	0.901	0.792	0.889	0.913	0.98	0.893	0.897
AST2026.04	0.75	0.647	0.566	0.662	0.559	0.519	0.572	0.587	0.479	0.471	0.581
CFM (DINO-v2 + FPFH)2026.04	0.742	0.395	0.278	0.387	0.286	0.185	0.544	0.744	0.524	0.405	0.449
MVAD2026.04	0.717	0.508	0.196	0.489	0.388	0.21	0.454	0.77	0.523	0.399	0.465
GPAD2026.03	0.71	1	0.928	0.96	0.795	0.848	0.986	0.908	1	0.984	0.912
DSR2023.11	0.706	0.965	0.95	0.966	0.87	0.79	0.885	0.857	0.998	0.992	0.898
CFM2026.03	0.68	0.931	0.952	0.88	0.865	0.782	0.917	0.84	0.998	0.962	0.881
PatchCore (WRN-101)2026.04	0.665	0.497	0.174	0.369	0.305	0.276	0.471	0.771	0.565	0.395	0.449
3DSR2023.11	0.651	0.998	0.904	0.978	0.875	0.861	0.965	0.899	0.99	0.971	0.909
3DSR2026.03	0.651	0.998	0.904	0.978	0.875	0.861	0.965	0.899	0.99	0.971	0.909
M3DM2023.03	0.648	0.949	0.941	1	0.878	0.632	0.933	0.811	0.998	1	0.879
M3DM2023.11	0.648	0.949	0.941	1	0.878	0.632	0.933	0.811	0.998	1	0.879
M3DM2023.03	0.624	0.958	0.958	1	0.886	0.758	0.949	0.836	1	1	0.897
M3DM2023.11	0.624	0.958	0.958	1	0.886	0.758	0.949	0.836	1	1	0.897
M3DM2026.03	0.624	0.958	0.958	1	0.886	0.758	0.949	0.836	1	1	0.897
PatchCore (DINO-v2)2026.04	0.601	0.908	0.733	0.872	0.873	0.712	0.893	0.816	0.888	0.821	0.812
3DSR2023.11	0.6	0.768	0.742	0.77	0.761	0.749	0.811	0.831	0.811	0.917	0.776
RGB-CD-N2023.03	0.596	0.843	0.819	0.846	0.833	0.55	0.75	0.846	0.94	0.848	0.787
STFPM2023.03	0.551	0.654	0.576	0.784	0.737	0.79	0.778	0.62	0.84	0.749	0.708
PaDiM2023.03	0.531	0.816	0.821	0.856	0.826	0.727	0.784	0.665	0.987	0.924	0.794
RGB-D2023.03	0.529	0.861	0.739	0.752	0.594	0.498	0.679	0.651	0.838	0.75	0.689
RGB2023.03	0.527	0.848	0.772	0.734	0.59	0.508	0.693	0.76	0.851	0.73	0.701
SGANet2026.04	0.49	0.75	0.52	0.665	0.591	0.31	0.645	0.47	0.583	0.527	0.555
M3DM2023.03	0.482	0.589	0.805	0.845	0.78	0.538	0.766	0.827	0.8	0.822	0.725
M3DM2023.11	0.482	0.589	0.805	0.845	0.78	0.538	0.766	0.827	0.8	0.822	0.725
SGANet2026.04	0.451	0.925	0.787	0.757	0.692	0.534	0.795	0.77	0.842	0.874	0.743
AST2026.04	0.448	0.424	0.574	0.37	0.548	0.595	0.613	0.662	0.498	0.325	0.506
PatchCore2026.04	0.443	0.824	0.563	0.68	0.784	0.602	0.811	0.658	0.781	0.587	0.673
AST2026.04	0.431	0.293	0.202	0.242	0.214	0.13	0.13	0.163	0.041	0.021	0.187
CFM2026.04	0.39	0.542	0.514	0.643	0.572	0.426	0.613	0.618	0.688	0.533	0.554
PatchCore2026.04	0.381	0.592	0.534	0.677	0.409	0.707	0.448	0.621	0.651	0.562	0.558
MVAD2026.04	0.322	0.534	0.448	0.773	0.579	0.41	0.635	0.487	0.666	0.723	0.558
PatchCore (DINO-v2)2026.04	0.177	0.715	0.325	0.66	0.614	0.322	0.695	0.328	0.626	0.491	0.495