Anomaly Detection on SiM3D synthetic-to-real benchmark leaderboard · SOTA2 Research

Anomaly Detection on SiM3D synthetic-to-real

0.623Mean I-AUROCMODMAP

Evaluation Results

Method	Links
MODMAP2026.04		0.623	0.681	0.707	0.954	0.472	0.805	0.594	0.312	0.458
AST2026.04		0.544	1	0.344	1	0.525	0.482	0.388	0.428	0.187
PatchCore2026.04		0.54	0.958	0.897	0.413	0.464	0.207	0.684	0.607	0.087
PatchCore2026.04		0.507	—	—	—	—	—	—	—	—
AST2026.04		0.495	0.636	0.002	0.504	0.474	0.462	0.569	0.428	0.887
PatchCore2026.04		0.451	0.462	0.235	0.537	0.353	0.678	0.576	0.517	0.25
BTF2026.04		0.448	—	—	—	—	—	—	—	—
EfficientAD2026.04		0.444	0.123	0.673	0	0.848	0.008	0.487	0.75	0.662
BTF2026.04		0.422	0.462	0.294	0.52	0.444	0.464	0.424	0.482	0.287
M3DM2026.04		0.402	0.107	0.117	0.735	0.565	0.381	0.586	0.214	0.512
PatchCore2026.04		0.313	—	—	—	—	—	—	—	—
CFM2026.04		0.311	—	—	—	—	—	—	—	—
CFM2026.04		0.273	0.008	0	0.19	0.424	0.313	0.459	0.428	0.362
M3DM2026.04		0.254	—	—	—	—	—	—	—	—
PatchCore2026.04		0.246	—	—	—	—	—	—	—	—