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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Parameterized Robustness Metrics)

70.93Accuracy (Uniform, M=24600, γu=1)CE

Evaluation results

Method	Links
CE2026.05		70.93	69.38	68.76	68.48	64.84	64.1	67.02	62.17	61.63	66.37
LA2026.05		70.83	70.18	70.08	68.4	66.39	66.39	67.34	64.36	64.46	67.6
SAGE2026.05		41	39.31	40.11	38.76	36.31	36.58	37.82	34.18	34.25	37.59
CGMatch2026.05		39.44	36.64	36.66	33.9	29.66	31.41	31.32	27.6	30	32.96
ACR2026.05		38.81	38.53	37.91	35.54	34.08	35.19	33.93	31.01	31.75	35.19
CPG2026.05		38.09	37.22	37.57	37.19	34.55	34.41	34.11	31.86	32.48	35.28
FixMatch2026.05		37.57	38.04	37.11	35.3	34.32	34.6	33.01	31.02	32.05	34.78
FreeMatch2026.05		36.53	32.88	33.59	30.13	27.22	28.3	28.35	24.76	25.72	29.72
SoftMatch2026.05		36.2	34.32	33.45	29.9	27.96	28.06	28.22	25.62	26.22	29.99
Meta-Expert2026.05		29.68	26.53	28.7	26.31	21.82	24.13	24.79	21.17	22.94	25.12
CDMAD2026.05		26.35	27.12	25.92	24.9	23.07	21.86	21.36	20.53	19.37	23.39
SimPro2026.05		19.1	18.62	18.1	19.74	19.02	16.74	18.66	17.97	18.21	18.46