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Anomaly Detection on Eyecandies

0.98Candy Cane Score

RGB-cD-N

Updated 4d ago

Evaluation Results

Method	Links
RGB-cD-N 2023.03		0.98	0.979	0.982	0.978	0.951	0.853	0.971	0.978	0.985	0.967	0.962
M3DM 2023.03		0.977	0.903	0.902	0.93	0.875	0.832	0.909	0.968	0.868	0.918	0.908
M3DM 2023.03		0.974	0.987	0.962	0.998	0.966	0.941	0.973	0.984	0.996	0.985	0.977
RGB-D 2023.03		0.973	0.927	0.958	0.945	0.929	0.806	0.827	0.977	0.931	0.928	0.92
RGB 2023.03		0.972	0.933	0.96	0.945	0.929	0.815	0.855	0.977	0.931	0.928	0.925
M3DM 2023.03		0.956	0.979	0.958	0.998	0.976	0.941	0.977	0.986	0.997	0.988	0.976
DSR 2023.11		0.706	0.965	0.95	0.966	0.87	0.79	0.885	0.857	0.998	0.992	0.898
3DSR 2023.11		0.651	0.998	0.904	0.978	0.875	0.861	0.965	0.899	0.99	0.971	0.909
M3DM 2023.03		0.648	0.949	0.941	1	0.878	0.632	0.933	0.811	0.998	1	0.879
M3DM 2023.11		0.648	0.949	0.941	1	0.878	0.632	0.933	0.811	0.998	1	0.879
M3DM 2023.03		0.624	0.958	0.958	1	0.886	0.758	0.949	0.836	1	1	0.897
M3DM 2023.11		0.624	0.958	0.958	1	0.886	0.758	0.949	0.836	1	1	0.897
3DSR 2023.11		0.6	0.768	0.742	0.77	0.761	0.749	0.811	0.831	0.811	0.917	0.776
RGB-CD-N 2023.03		0.596	0.843	0.819	0.846	0.833	0.55	0.75	0.846	0.94	0.848	0.787
STFPM 2023.03		0.551	0.654	0.576	0.784	0.737	0.79	0.778	0.62	0.84	0.749	0.708
PaDiM 2023.03		0.531	0.816	0.821	0.856	0.826	0.727	0.784	0.665	0.987	0.924	0.794
RGB-D 2023.03		0.529	0.861	0.739	0.752	0.594	0.498	0.679	0.651	0.838	0.75	0.689
RGB 2023.03		0.527	0.848	0.772	0.734	0.59	0.508	0.693	0.76	0.851	0.73	0.701
M3DM 2023.03		0.482	0.589	0.805	0.845	0.78	0.538	0.766	0.827	0.8	0.822	0.725
M3DM 2023.11		0.482	0.589	0.805	0.845	0.78	0.538	0.766	0.827	0.8	0.822	0.725