CLDN_Feb26 — Overview

ART Results

Model	Sens Mean	Sens CI (≥0.85)	Prec Mean	Prec CI (≥0.90)
bali_art_v3	0.848	[0.820 0.873]	0.885	[0.861 0.906]
base_b7h420260203-493	0.814	[0.785 0.841]	0.953	[0.942 0.962]
base_cldn20251218	0.893	[0.876 0.909]	0.934	[0.923 0.945]
genius_art_tlv1	0.899	[0.882 0.915]	0.917	[0.904 0.930]
genius_art_tlv2	0.908	[0.892 0.923]	0.907	[0.892 0.921]
genius_art_tlv3	0.921	[0.904 0.936]	0.895	[0.879 0.910]
genius_art_tlv4	0.904	[0.887 0.919]	0.915	[0.902 0.928]
genius_art_v2	0.927	[0.913 0.940]	0.893	[0.879 0.907]
genius_art_v4	0.913	[0.895 0.929]	0.917	[0.904 0.928]
genius_art_v5	0.923	[0.905 0.939]	0.893	[0.879 0.906]

Model	Cell Detection Sensitivity Mean	Cell Detection Sensitivity CI (≥0.85)	Cell Detection Precision Mean	Cell Detection Precision CI (≥0.85)
base_b7h420260203-493	0.820	[0.800 0.840]	0.934	[0.927 0.939]
base_cldn20251218	0.918	[0.909 0.927]	0.910	[0.903 0.917]
genius_sstc_v0	0.908	[0.898 0.917]	0.918	[0.911 0.924]
genius_sstc_v4	0.899	[0.889 0.909]	0.927	[0.920 0.933]

Model	Membrane OD CCC Mean	Membrane OD CCC CI (≥0.95)	Cytoplasm OD CCC Mean	Cytoplasm OD CCC CI (≥0.95)
base_b7h420260203-493	0.971	[0.948 0.987]	0.954	[0.925 0.975]
base_cldn20251218	0.996	[0.994 0.998]	0.991	[0.985 0.994]
genius_sstc_v0	0.997	[0.996 0.999]	0.992	[0.989 0.995]
genius_sstc_v4	0.990	[0.985 0.994]	0.986	[0.979 0.992]