Universal Adversarial Attack on ImageNet benchmark leaderboard · SOTA2 Research

Universal Adversarial Attack on ImageNet

45.58FR (AlexNet)AT-UAP-S

Evaluation Results

Method	Links
AT-UAP-S2025.02		45.58	97.51	91.53	47.16	53.63	67.08
AT-UAP-S2025.02		46.04	93.49	97.56	43.53	52.58	66.64
AT-UAP-S2025.02		47.33	81.93	78.72	91.52	61.32	72.16
PSP-UAP2025.02		48.93	94.55	94.65	67.13	58.83	72.81
SGA-UAP2025.02		49.02	98.36	94.17	49.02	55.78	69.27
PSP-UAP2025.02		50.4	96.26	92.6	74.1	64.89	75.65
SGA-UAP2025.02		50.67	95.52	97.69	51.08	56.87	70.37
SGA-UAP2025.02		51.59	81.77	79.01	94.04	64.05	74.09
AT-UAP-S2025.02		55.9	78.71	76.01	54.49	90.82	71.19
PSP-UAP2025.02		58.82	88.59	87.35	85.65	76	79.28
SGA-UAP2025.02		62.56	83.62	82.11	59.09	92.12	75.9
PSP-UAP2025.02		65.22	78.43	79.26	57.63	81.43	72.39
PSP-UAP2025.02		91.77	76.56	74.07	49.2	66	71.52
AT-UAP-S2025.02		97.01	62.37	57.72	33.4	47.31	59.56
SGA-UAP2025.02		97.43	66.41	60.96	35.76	49.71	62.05