Adversarial Attack Transferability on Stanford Cars benchmark leaderboard · SOTA2 Research

Adversarial Attack Transferability on Stanford Cars

93.56AccuracyBenign

Evaluation Results

Method	Links
Benign2025.06		93.56	—	—	—
CDA2025.06		77.68	21.88	15.38	24.07
BIA2025.06		59.89	37.22	13.96	38.97
LTP2025.06		57.98	39.02	13.03	40.85
GAMA2025.06		54.59	42.58	11.94	44.28
FACL2025.06		51.23	48.23	12.9	49.71
PDCL2025.06		50.41	46.85	12.31	48.46
PDCL w/ Ours2025.06		-0.71	0.75	0.69	-0.32
GAMA w/ Ours2025.06		-2.33	2.24	2.1	-0.6
CDA w/ Ours2025.06		-5.86	2.38	2.35	-0.24
BIA w/ Ours2025.06		-6.89	6.89	6.7	-2
FACL w/ Ours2025.06		-7.26	2.34	4.72	-4.49
LTP w/ Ours2025.06		-10.62	10.98	10.68	-2.16