Mobile GUI Automation on PrivScreen benchmark leaderboard · SOTA2 Research

Mobile GUI Automation on PrivScreen

93AccuracyOriginal

Evaluation Results

Method	Links
Original2026.02		93	97.14	97.15	0.926	0.9627	0.8584	0.9246
DualTAP2026.02		91	23.33	24.43	0.1589	0.2379	0.0941	0.1628
AnyAttack2026.02		90	91.43	87.49	0.6757	0.849	0.4978	0.7446
Ours2026.02		90	18.84	26.74	0.1495	0.3224	0.1587	0.1892
Original2026.02		89	97.14	96.99	0.8675	0.9011	0.783	0.8991
Ours2026.02		89	19.52	30.69	0.1411	0.3966	0.1496	0.1832
DualTAP2026.02		88	32.86	38.82	0.1998	0.4202	0.0908	0.166
VIP2026.02		86	80	79.33	0.6662	0.7715	0.5284	0.6846
VIP2026.02		81	94.76	92.67	0.7556	0.896	0.5932	0.7856
FOA-Attack2026.02		80	80.95	79.72	0.6293	0.7532	0.4967	0.7004
Original2026.02		80	93.81	93.1	0.7846	0.9079	0.6721	0.8363
AnyAttack2026.02		76	81.43	80.11	0.5533	0.7615	0.3748	0.6057
FOA-Attack2026.02		73	83.81	82.84	0.6307	0.815	0.5343	0.7309
AnyAttack2026.02		70	95.24	91.86	0.6721	0.8705	0.5164	0.7317
DualTAP2026.02		67	34.76	38.35	0.2278	0.4535	0.1139	0.2034
VIP2026.02		66	89.05	85.83	0.6739	0.8288	0.5232	0.7223
FOA-Attack2026.02		64	76.67	75.6	0.5349	0.7187	0.4229	0.6178
Ours2026.02		61	18.1	29.15	0.1251	0.3695	0.1029	0.1552