Anomaly Detection and Localization on MU-Glioma-Post (test) benchmark leaderboard · SOTA2 Research

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

89.08AUROC (Image Level)AnyAD

Evaluation Results

Method	Links
AnyAD2025.12		89.08	98.91	90.71	71.86	80.23	67.01	90.07
AnyAD2025.12		89.08	98.99	90.75	72.01	80.35	67.26	90.12
AnyAD2025.12		89.07	98.9	90.75	71.99	80.12	67.13	89.78
AnyAD2025.12		89.05	98.91	90.72	71.89	80.2	67.1	89.86
AnyAD2025.12		89.02	98.89	90.75	71.95	80.21	67.15	89.73
AnyAD2025.12		89.02	98.89	90.69	71.8	80.17	66.98	89.87
AnyAD2025.12		89.02	98.89	90.67	71.8	80.17	67.08	89.67
AnyAD2025.12		89.01	98.89	90.71	71.88	80.17	67.07	89.77
ReContrast2025.12		85.37	97.51	85.76	44.32	85.76	44.32	86.04
INPFormer2025.12		82.29	97.97	86.61	60.06	75.98	56.38	84.55
DAE2025.12		82.12	85.91	77.76	4.68	79.47	9.86	51.18
INPFormer2025.12		81.89	97.87	86.53	57.88	75.6	54.29	83.97
skipTS2025.12		78.16	97.49	71.62	29.18	74.75	35.41	85.34
RD4AD2025.12		77.67	96.59	79.51	29.18	71.07	35.41	82.17
ESCK-DRKD2025.12		77.18	87.34	78.52	5	75.6	11.38	53.13
GatingAno2025.12		77.03	89.56	76.74	13.97	71.57	15.03	53.16
AE-Flow2025.12		74.39	83.52	74.99	3.92	69.55	8.57	49.85
MMRAD2025.12		72.89	89.92	74.69	8.59	70.91	15.83	62.28
STFPM2025.12		72.49	96.26	69.95	22.17	71.33	31.55	—