Targeted Adversarial Attack on Im2GPS3k (test) benchmark leaderboard · SOTA2 Research

Targeted Adversarial Attack on Im2GPS3k (test)

0.007LPIPSFGSM

Evaluation Results

Method	Links
FGSM2026.07		0.007	6.64	15.98	23.69	37.3	55.39	0.33	0.33	0.53	1.77	9.41
PGD2026.07		0.007	0.4	1.03	2.1	4.34	8.34	71.81	73.97	76.24	79.71	85.82
RTA2026.07		0.027	0.03	0.03	0.03	0.1	1.03	93.43	94.99	95.7	96.96	98.5
CW2026.07		0.031	0.43	1.63	2.8	5.44	10.88	53.79	55.59	59.26	63.9	74.74
FGSM2026.07		0.042	4.57	12.08	18.82	30.93	49.15	0.4	0.4	0.93	2.5	11.64
PGD2026.07		0.044	0	0.07	0.23	0.33	1.27	96.63	98.13	98.47	98.67	99.03
RTA2026.07		0.059	0	0	0	0.03	0.73	98.93	99.73	99.83	99.87	99.93
CW2026.07		0.079	0.1	0.43	0.63	1.4	3.97	81.95	83.35	84.35	86.55	90.52