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Papers Benchmarks Datasets Tasks

SiM3D dataset and benchmarks · SOTA2 Research

Research Datasets

SiM3D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Detection

SiM3D real-to-real

88.7Mean I-AUROC

25

Anomaly Segmentation

SiM3D real-to-real

80.4Mean V-AUPRO@1%

15

Anomaly Segmentation

SiM3D synthetic-to-real

0.755Mean V-AUPRO@1%

15

Anomaly Detection

SiM3D synthetic-to-real

0.623Mean I-AUROC

15

Anomaly Localization

SiM3D

79.8V-AUPRO@1% (Pl. Stool)

10

Popular tasks

Anomaly Detection Anomaly Segmentation Anomaly Localization

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