Anomaly Detection on ShapeNetPart 1-shot benchmark leaderboard · SOTA2 Research

Anomaly Detection on ShapeNetPart 1-shot

99.56Airplane AUC-ROCVT-3DAD

Evaluation Results

Method
VT-3DAD2026.06	99.56	94.8	99.42	99.62	88.03	92.76	96.13	91.53	80.23	99.3	99.59	99.99	99.6	95.35	90.03	90.86	94.8	3.41
DMP-3DAD2026.06	98.73	90.26	97.85	99.32	84.34	89.08	97.53	88.09	68.48	98.88	98.19	99.68	98.67	89.38	94.59	86.82	92.49	5.64
Knowledge-distillation-based2026.06	97.41	96.88	90.96	99.33	95.16	81.97	98.65	95.18	56.13	98.89	90.63	99.6	99.08	96.63	96.16	83.46	92.26	5.21
Reconstruction-based2026.06	87.6	47.09	38.71	62.28	49.2	38.78	71.75	66.46	53.09	67.36	82.55	44.04	64.85	55.25	47.84	47.39	57.77	5.53