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Anomaly Detection and Localization on MU-Glioma-Post (test)

89.08AUROC (Image Level)

AnyAD

Updated 1mo ago

Evaluation Results

Method	Links
AnyAD 2025.12		89.08	98.91	90.71	71.86	80.23	67.01	90.07
AnyAD 2025.12		89.08	98.99	90.75	72.01	80.35	67.26	90.12
AnyAD 2025.12		89.07	98.9	90.75	71.99	80.12	67.13	89.78
AnyAD 2025.12		89.05	98.91	90.72	71.89	80.2	67.1	89.86
AnyAD 2025.12		89.02	98.89	90.75	71.95	80.21	67.15	89.73
AnyAD 2025.12		89.02	98.89	90.69	71.8	80.17	66.98	89.87
AnyAD 2025.12		89.02	98.89	90.67	71.8	80.17	67.08	89.67
AnyAD 2025.12		89.01	98.89	90.71	71.88	80.17	67.07	89.77
ReContrast 2025.12		85.37	97.51	85.76	44.32	85.76	44.32	86.04
INPFormer 2025.12		82.29	97.97	86.61	60.06	75.98	56.38	84.55
DAE 2025.12		82.12	85.91	77.76	4.68	79.47	9.86	51.18
INPFormer 2025.12		81.89	97.87	86.53	57.88	75.6	54.29	83.97
skipTS 2025.12		78.16	97.49	71.62	29.18	74.75	35.41	85.34
RD4AD 2025.12		77.67	96.59	79.51	29.18	71.07	35.41	82.17
ESCK-DRKD 2025.12		77.18	87.34	78.52	5	75.6	11.38	53.13
GatingAno 2025.12		77.03	89.56	76.74	13.97	71.57	15.03	53.16
AE-Flow 2025.12		74.39	83.52	74.99	3.92	69.55	8.57	49.85
MMRAD 2025.12		72.89	89.92	74.69	8.59	70.91	15.83	62.28
STFPM 2025.12		72.49	96.26	69.95	22.17	71.33	31.55	-