Image Classification on ImageNet-C (Corruption Breakdowns)

99.82Accuracy (Gaussian Noise)LAME

Evaluation results

Method
LAME2026.06	99.82	99.74	99.8	90.95	99.12	99.52	97.43	99.92	98.31	99.32	52.41	99.4	99.78	97.31	91.87	94.98
TENT2026.06	99.66	99.66	99.68	99.54	99.58	96.83	67.2	98.86	99.62	99.26	45.81	92.6	99.68	99.56	99.52	93.14
CoTTA2026.06	99.38	99.32	99.46	99.7	99.72	99.52	98.8	99.46	99.6	99.54	98.92	99.72	99.3	99.36	99.3	99.4
Source2026.06	97.11	96.45	97.55	81.76	89.63	85.45	78.03	83.49	77.43	76.38	41.11	94.62	82.97	79.11	67.42	81.9
EATA2026.06	86.86	86.16	86.36	88.02	87.66	78.57	70.06	72.81	73.82	61.22	45.3	87.66	64.19	60.57	66.99	74.42
RoTTA2026.06	86.18	78.71	75.5	80.4	84.05	75.54	64.37	66.55	68.74	55.64	35.93	85.85	61.16	52.97	58.03	68.64
DA-TTA2026.06	80.8	80.16	78.81	78.83	80.38	72.89	77.49	67.52	68.28	51.12	43.96	78.49	56.9	51.93	57.8	68.36
PALM2026.06	80.32	78.35	78.05	82.34	81.94	74.26	67.05	67.84	69.7	57.12	44.44	84.13	60.85	58.55	62.32	69.82
SAR2026.06	79.47	77.47	78.45	80.48	81.5	72.69	64.77	71.93	75.1	61.38	44.54	81.48	67.13	63.7	64.47	70.97
BP-TTA2026.06	78.33	74.92	73.23	80.32	83.27	75.02	64	64.67	63.98	52.53	37.68	82.76	60.51	52.15	58.21	66.77
SURGEON2026.06	77.77	59.01	61.4	66.67	69.38	83.47	81.84	81.44	60.79	74.68	84.99	80.08	60.63	48.03	68.36	70.57
MoCo-v3 + E-SSL2026.03	68.7	67.42	65.64	63	33.09	60.35	49.83	57.64	53.72	62.83	86.8	80.33	79.05	80.32	80.05	65.92
MoCo-v3 + SER2026.03	64.16	62.7	61.21	59.92	32.28	58.17	48.22	53.23	51.26	60.49	85.68	77.94	78.55	80.52	78.58	63.53
MoCo-v3 + SER2026.03	64	62.89	60.6	60.01	37.02	56.65	53.4	58.81	57.43	65.06	87.36	79.14	79.6	79.82	80.42	65.48
MoCo-v32026.03	63.3	61.68	59.76	56.22	28.46	53.52	45.98	52.52	50.54	58.64	84.47	76.74	77.38	79.44	77.76	61.76
MoCo-v3 + AugSelf2026.03	58.96	55.21	54.61	59.06	34.52	57.55	48.71	55.05	49.48	59.3	84.39	76.26	78.25	79.15	78.02	61.9
MoCo-v3 + EquiMod2026.03	58.63	56.28	55.34	55.28	31.48	54.45	48.2	51.11	45.88	55.49	84.63	73.66	78.51	78.46	77.62	60.33
MoCo-v3 + STL2026.03	37.1	34.36	32.04	52.71	31.08	48.45	46.35	50.96	47.6	59.05	84.07	74.74	76.96	71.37	75.66	54.83