Image Classification on ImageNet Robustness Suite (IN-C, C-bar, A, D, Sketch, Drawing, Cartoon, Hard) (val) benchmark leaderboard · SOTA2 Research

Image Classification on ImageNet Robustness Suite (IN-C, C-bar, A, D, Sketch, Drawing, Cartoon, Hard) (val)

62.45FGSM AccuracyDropout

Evaluation Results

Method	Links
Dropout2024.06		62.45	40.85	84.29	44.72	34.35	86.59	56.31	71.03	80.87	62.38
SAM2024.06		61.85	39.09	82.69	43.53	32.95	88.38	55.33	71.22	79.48	61.61
SAM2024.06		59.92	40.05	83.91	44.04	34.34	85.99	55.63	70.85	80.18	61.66
DAMP2024.06		59.87	39.3	83.12	43.18	34.01	84.74	54.16	68.03	80.05	60.72
ASAM2024.06		59.38	39.44	83.64	43.41	33.82	85.41	54.43	69.13	80.5	61.02
ASAM2024.06		58.87	37.41	82.21	41.18	30.76	88.03	51.84	69.54	78.83	59.85
Dropout2024.06		56.43	39.14	82.85	43.82	33.13	87.72	56.15	71.36	79.13	61.08
DAMP2024.06		55.2	37.77	80.49	41.67	31.63	87.06	52.32	67.91	78.69	59.19