Our new X account is live! Follow @wizwand_team for updates

3D Anomaly Detection on ShapeNetPart (test)

99.75Airplane AUC

DMP-3DAD

Updated 4d ago

Evaluation Results

Method	Links
DMP-3DAD 2026.02		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
DMP-3DAD 2026.02		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
DMP-3DAD 2026.02		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-based 2026.02		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
Knowledge-distillation-based 2026.02		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
Knowledge-distillation-based 2026.02		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-based 2026.02		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
Reconstruction-based 2026.02		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
Reconstruction-based 2026.02		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