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

Anomaly Segmentation on SiM3D synthetic-to-real

0.755Mean V-AUPRO@1%MODMAP

Evaluation Results

Method	Links
MODMAP2026.04		0.755	0.778	0.663	0.861	0.752	0.85	0.864	0.55	0.725
AST2026.04		0.696	0.751	0.502	0.793	0.805	0.717	0.764	0.45	0.785
AST2026.04		0.68	0.726	0.488	0.791	0.806	0.705	0.764	0.461	0.695
CFM2026.04		0.62	—	—	—	—	—	—	—	—
PatchCore2026.04		0.6	0.734	0.437	0.751	0.454	0.678	0.741	0.386	0.618
PatchCore2026.04		0.596	0.701	0.457	0.772	0.563	0.648	0.734	0.321	0.575
EfficientAD2026.04		0.574	0.68	0.449	0.729	0.523	0.669	0.747	0.431	0.361
BTF2026.04		0.543	—	—	—	—	—	—	—	—
M3DM2026.04		0.526	0.69	0.454	0.77	0.461	0.645	0.734	0.318	0.132
CFM2026.04		0.516	0.523	0.413	0.753	0.542	0.621	0.741	0.222	0.314
PatchCore2026.04		0.484	—	—	—	—	—	—	—	—
M3DM2026.04		0.476	—	—	—	—	—	—	—	—
PatchCore2026.04		0.471	—	—	—	—	—	—	—	—
PatchCore2026.04		0.46	—	—	—	—	—	—	—	—
BTF2026.04		0.446	0.547	0.402	0.756	0.369	0.61	0.741	0.103	0.04