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Point-Level Anomaly Segmentation on STU (val)

99.53AUROC

NDP-EE

Updated 1mo ago

Evaluation Results

Method	Links
NDP-EE 2026.04		99.53	1.43	74.24
NDP-Energy 2026.04		99.37	2.35	66.54
NDP-Entropy 2026.04		98.85	6.89	27.9
LIDO 2026.04		95.05	34.86	27.53
Deep Ensemble 2026.04		90.93	37.34	6.94
Mask4Former3D + Deep Ensemble 2026.04		90.93	37.34	6.94
Void Classifier 2026.04		89.77	79.5	2.62
Mask4Former3D + Void Classifier 2026.04		89.77	79.5	2.62
MaxLogit 2026.04		87.27	68.76	2.02
Mask4Former3D + Max Logit 2026.04		87.27	68.76	2.02
RbA 2026.04		73	100	1.64
Mask4Former3D + RbA 2026.04		73	100	1.64
MC Dropout 2026.04		65.76	79.82	0.17
Mask4Former3D + MC Dropout 2026.04		65.76	79.82	0.17