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Papers Benchmarks Datasets Tasks

STU dataset and benchmarks · SOTA2 Research

Research Datasets

STU

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Anomaly Segmentation

STU (val)

97.85AUROC

18

Point-Level Anomaly Segmentation

STU (val)

99.53AUROC

14

Medical Image Segmentation

STU (unseen)

88.4DSC

14

Object-Level OOD Detection

STU 1.0 (test)

26.14RecallQ

8

Point-Level OOD Detection

STU 1.0 (test)

99.26AUROC

8

Object-Level Anomaly Segmentation

STU (val)

50.5Recall (Q)

8

Anomaly Segmentation

STU (test)

96.26AUROC

6

3D LiDAR Anomaly Segmentation

STU (test)

93.67AUROC

6

Popular tasks

Anomaly Segmentation Medical Image Segmentation Point-Level Anomaly Segmentation Object-Level Anomaly Segmentation Point-Level OOD Detection

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