GUI Element Injection Attack Success on ScreenSpot Pro (885-sample split) benchmark leaderboard · SOTA2 Research

GUI Element Injection Attack Success on ScreenSpot Pro (885-sample split)

100Attack Success Rate (ASR)GO-opt.

Evaluation Results

Method	Links
GO-opt.2026.04		100	24.18	35.59	44.29	48.36	50.96
Rand. Inject.2026.04		98.19	8.52	13.58	17.03	20.02	23.36
UT-opt.2026.04		96.38	13.48	20.28	25.09	28.25	30.95
GO-opt.2026.04		96.38	13.13	20.87	25.44	29.43	32.94
Rand. Inject.2026.04		96.04	2.94	4.71	6.35	8	8.94
UT-opt.2026.04		95.59	23.88	34.87	42.67	47.64	51.65
GO-opt.2026.04		94.46	14.47	24.64	30.62	35.41	38.64
Rand. Inject.2026.04		94.12	5.28	8.28	10.44	11.64	13.81
UT-opt.2026.04		94.12	14.29	24.37	30.97	35.05	37.58
Rand. Inject.2026.04		93.45	5.2	8.83	10.4	12.58	14.15
Rand. Inject.2026.04		92.54	6.47	10.26	12.7	15.02	17.34
UT-opt.2026.04		92.2	17.16	25.86	32.6	37.01	39.95
GO-opt.2026.04		92.2	18.14	27.45	32.97	37.62	40.07
UT-opt.2026.04		91.98	18.92	29.48	39.07	44.35	48.65
GO-opt.2026.04		91.3	16.58	29.33	36.26	43.69	48.02
Rand. Inject.2026.04		89.94	8.79	13.94	17.09	20.23	23.37
UT-opt.2026.04		89.6	23.33	33.67	41.99	47.54	51.58
GO-opt.2026.04		89.6	23.08	34.8	40.86	48.05	51.83
GO-opt.2026.04		88.14	25.77	40.51	48.72	54.36	58.97
Rand. Inject.2026.04		87.46	9.3	16.02	21.06	25.84	29.33
UT-opt.2026.04		87.46	24.55	36.82	45.99	52.07	56.46
UT-opt.2026.04		85.42	15.87	24.47	30.16	33.33	35.58
Rand. Inject.2026.04		85.08	7.04	10.36	13.55	15.01	17
GO-opt.2026.04		84.97	16.22	24.6	30.05	34.04	35.9