SiM3D provides a multiview, multimodal 3D anomaly detection benchmark with single-instance training and synthetic-to-real evaluation, showing adapted 2D methods often beat multimodal 3D methods on the new voxel-based task.
The mvtec 3d-ad dataset for unsupervised 3d anomaly detection and localization
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SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark
SiM3D provides a multiview, multimodal 3D anomaly detection benchmark with single-instance training and synthetic-to-real evaluation, showing adapted 2D methods often beat multimodal 3D methods on the new voxel-based task.