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Image Classification on CIFAR-10 Long-Tailed (test) (Adversarial Robustness)

77.27Clean Accuracy

AT-BSL-AuA

Updated 4d ago

Evaluation Results

Method
AT-BSL-AuA 2024.03	77.27	44.73	38.06	37.14	39.05	35.11
AT-BSL-AuA 2024.03	75.17	46.18	40.84	38.82	39.23	37.15
TAET 2025.03	74.67	39.59	35.15	57.59	-	30.57
AT-BSL 2024.03	73.19	41.84	35.6	34.86	35.99	32.8
REAT 2024.03	73.16	41.32	35.94	35.28	35.67	33.2
RoBal 2024.03	72.82	41.34	36.42	32.48	31.95	30.49
AT-BSL 2025.03	72.74	34.13	26.86	15.67	-	25.26
AT-BSL-RA 2024.03	71.83	42.62	37.15	35.37	35.5	33.44
AT-BSL-RA 2024.03	70.86	43.06	37.94	36.24	36.04	34.24
RoBal 2024.03	70.85	35.95	27.74	27.59	26.76	25.71
RoBal 2024.03	70.34	40.5	35.93	31.05	31.1	29.54
RoBal 2024.03	70	36.18	29	27.67	26.98	25.63
AT-BSL 2024.03	68.89	40.08	35.27	33.47	33.46	31.78
REAT 2024.03	67.76	34.51	27.75	28.17	31.82	26.66
AT-BSL 2024.03	67.63	35.2	28.65	28.91	31.35	26.97
REAT 2024.03	67.58	36.99	30.93	30.83	31.62	28.61
REAT 2024.03	67.38	40.13	35.83	33.88	33.66	32.2
AT-BSL 2024.03	65.95	33.29	27.23	27.87	31	26.45
GAIRAT 2024.03	59.89	33.47	30.4	26.69	26.71	25.38
AT 2024.03	59.21	31.88	27.88	28.19	29.81	27.07
AT 2024.03	58.25	29.77	25.29	25.71	29.83	24.94
LAS-AT 2024.03	58.19	32.98	28.89	28.75	28.58	27.9
LAS-AT 2024.03	57.52	33.66	29.86	29.6	29.44	28.84
GAIRAT 2024.03	56.37	29.41	27.25	23.94	23.95	23.15
TRADES 2024.03	53.85	30.44	26.23	26.57	26.77	25.59
LAS-AT 2024.03	53.5	33.14	30.09	29.13	28.84	28.3
AT 2024.03	52.91	29.29	25.15	25.58	27.13	24.23
LAS-AT 2024.03	52.81	33.35	30.32	29.57	29.15	28.53
MART 2024.03	52.48	33.95	31.09	29.64	29.43	28.67
TRADES 2024.03	51.28	31.58	28.7	28.45	28.36	27.72
AWP 2024.03	50.91	34.28	31.85	31.23	31.01	30.06
GAIRAT 2024.03	50.83	30.2	27.46	21.65	21.23	20.41
GAIRAT 2024.03	50.66	28.44	25.6	19.68	19.22	18.26
AT 2024.03	49.35	30.09	27.3	26.93	27.08	25.76
AWP 2024.03	49.29	33.78	31.2	30.53	30.36	29.53
MART 2024.03	49.13	34.33	32.32	30.73	30.13	29.6
MART 2024.03	48.8	32.6	29.78	28.45	28.12	27.3
AWP 2024.03	48.65	33.21	31.07	30.33	30.14	29.4
MART 2024.03	48.61	32.75	30.29	28.82	28.46	27.73
AWP 2024.03	47.75	32.77	30.83	30.01	29.68	29.12
TRADES 2024.03	43.75	29.06	27.05	26.1	25.93	25.78
TRADES 2024.03	43.61	29.18	27.81	26.73	26.58	26.41