Anomaly Detection on ShapeNetPart 5-shot benchmark leaderboard · SOTA2 Research

Anomaly Detection on ShapeNetPart 5-shot

99.77AUC-ROC (Airplane)VT-3DAD

Evaluation Results

Method
VT-3DAD2026.06	99.77	97.04	99.26	99.81	92.3	99.95	98.53	94.28	87.94	99.28	99.97	100	99.94	98.61	94.72	92.58	97.12	0.85
DMP-3DAD2026.06	99.75	94.85	98.18	99.75	93.33	100	99.22	93.74	83.2	98.9	99.68	99.96	99.53	94.24	98.11	90.65	96.44	1.43
Knowledge-distillation-based2026.06	98.29	99.94	94.13	99.31	98.72	90.19	98.39	96.72	61.22	98.69	99.35	99.35	98.8	96.23	96.07	90.4	94.74	1.3
Reconstruction-based2026.06	97.39	58.7	46.31	65.14	55.38	43.64	77.59	71.79	62.2	70.24	88.09	48.55	78.57	59.67	57.29	78.78	66.21	3.48