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GUI Navigation on AndroidControl High (SR, GR, Type)

76.3SR (Success Rate)

UILoop-7B

Updated 25d ago

Evaluation Results

Method	Links
UILoop-7B 2026.04		76.3	88.9	81.8
UILoop-3B 2026.04		70.5	85.3	68.9
SeeClick 2026.04		59.1	82.9	62.9
GUICrafter–3B 2026.06		56.5	73.38	58.96
GUICrafter–3B 2026.06		54.89	72.44	57.41
GUICrafter–3B 2026.06		54.17	71.73	58.18
GUI-R1-7B 2026.04		51.7	71.6	65.6
Qwen2.5-VL-7B* 2026.06		48.11	69.15	58.69
Qwen2.5-VL-7B* 2026.04		48.1	69.2	58.7
Qwen2.5-VL-7B 2026.04		47.1	68.7	59.7
Qwen2.5-VL-7B 2026.06		47.06	68.67	59.71
GUI-R1-3B 2026.04		46.6	58	56.2
GUI-R1-3B 2026.06		46.55	58.04	56.24
UI-R1-3B 2026.06		45.44	57.85	55.7
UI-R1-3B 2026.04		45.4	57.9	55.7
GUICrafter–3B 2026.06		44.65	69.64	57.57
Qwen2.5-VL-3B* 2026.06		41.22	52.05	49.53
Qwen2.5-VL-3B* 2026.04		41.2	52.1	49.5
Qwen2.5-VL-3B 2026.04		38.9	47.8	46.5
Qwen2.5-VL-3B 2026.06		38.9	47.81	46.51
GUI-Owl-7B 2026.04		37.5	72.9	53.7
OS-Atlas-7B 2026.06		29.83	57.44	54.9
OS-Atlas-7B 2026.04		29.8	57.4	54.9
OS-Atlas-4B 2026.04		22.8	49	49.5
GPT-4o 2026.04		21.2	63.1	30.9
GPT-4o 2026.06		21.17	63.06	30.9
OS-Atlas-Pro-7B 2026.04		18.3	69.7	16.8
Claude-CU 2026.04		12.5	63.7	-
Aria-UI 2026.04		10.2	-	43.2