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ResearchFormerly WizWand

Image Classification on ImageNet-C (Per-Corruption Error Rates)

26.36Gaussian Blur Error RateVTE

Evaluation results

Method	Links
VTE2026.01		26.36	29.2	28.98	36.38	24.88	40.92	39.36	50.52	44.92	50.86	67.42	33.8	30.56	55.58	47.76	40.5
TPT2026.01		27.08	30	29.54	35.84	25.78	41.5	37.98	51.64	45.72	51.78	67.78	36.34	31.64	55.56	46.16	40.96
ZERO2026.01		27.12	28.7	28.72	35.54	25.66	40.5	38.16	50.56	43.84	50.32	66.04	35.24	30.74	55.08	44.98	40.08
Source2026.01		27.4	29.42	28.72	34.58	25.28	40.96	36.7	49.8	44.1	49.78	65.36	35.18	30.42	53.48	42.24	39.56
MEMO2026.01		27.42	29.46	28.74	34.66	25.34	41	36.74	49.78	44.16	49.8	65.42	35.16	30.4	53.56	42.24	39.59
DMN2026.01		27.44	30.16	30.84	32.72	25.98	41.26	37	49.54	44.56	50.02	66	29.5	31.1	54.9	42.18	39.55
TDA2026.01		27.52	30.72	32.3	35.2	27.04	42.6	38.2	51.4	46.36	52.08	66.76	37.7	31.76	55.22	44	41.26
RoTTA2026.01		27.62	29.6	29.02	34.68	25.5	41.18	36.82	50.04	44.2	49.76	65.4	35.08	30.82	53.64	42.36	39.71
ECALP2026.01		29.48	30.34	30.86	35.6	27.5	42.82	38.38	50.48	45.42	50.52	65.4	37.44	30.12	55.16	42.8	40.82
WATT2026.01		29.82	31.42	30.7	36.68	28.92	42.3	38.48	51.1	44.46	50.7	65.6	39.18	33.54	54.16	43.3	41.36
BATCLIP2026.01		31.44	31.4	30.94	35.84	31.68	43.72	39.26	50.16	43.02	51.12	65.5	40.14	35.38	53.68	48.92	42.15
MINT2026.01		32	33.2	33.84	37.22	33.38	43.68	39.28	53.62	45.62	53.42	66.34	39.16	37.32	55.46	49.22	43.52
SubTTA2026.01		32.96	35.28	36.48	35.7	34.86	44.02	41.34	53.22	47.12	55.7	65.74	46.3	35.88	55.82	47.84	44.55