3D Anomaly Detection on ShapeNetPart (3-shot) benchmark leaderboard · SOTA2 Research

3D Anomaly Detection on ShapeNetPart (3-shot)

99.72Airplane AUCVT-3DAD

Evaluation Results

Method
VT-3DAD2026.06	99.72	96.48	99.42	99.78	92.32	99.95	98.1	92.83	88.3	99.3	99.97	100	99.87	97.78	93.69	92.19	96.86	1.22
DMP-3DAD2026.06	99.71	94.18	98.35	99.69	93.1	99.95	98.99	91.84	82.65	98.89	99.62	99.96	99.41	93.68	97.17	90.03	96.08	1.97
Knowledge-distillation-based2026.06	98.59	98.23	94.96	99.36	98.54	91.31	97.66	95.33	60.76	98.78	99.27	99.73	98.86	95.73	95.64	89.77	94.53	1.77
Reconstruction-based2026.06	96.07	52.41	45.22	64.12	53.38	45.36	76.13	70.49	58.68	69.08	87.66	46.94	71.77	55.95	57.56	61.97	63.3	4.21