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Android GUI Automation on AndroidWorld M

53.8L1 Score

Stamp-GUI

Updated 5d ago

Evaluation Results

Method	Links
Stamp-GUI 2026.05		53.8	38.4	23.1	38.4
Claude-Sonnet-4.6 2026.05		46.2	46.2	38.5	43.6
Claude-Sonnet-4.6 2026.05		46.2	53.8	46.2	48.7
Stamp-GUI 2026.05		46.2	30.8	15.4	30.8
Gemini-3.1-Pro 2026.05		38.4	23.1	23.1	28.2
Qwen3-VL-8B-Think 2026.05		30.8	23.1	7.7	20.5
Gemini-3.1-Pro 2026.05		30.8	15.4	23.1	23.1
Qwen3-VL-8B-Instruct 2026.05		23.1	15.4	7.7	15.4
Qwen3-VL-8B-Think 2026.05		23.1	15.4	0	12.8
GPT-5.4 2026.05		23.1	15.4	7.7	15.4
GPT-5.4 2026.05		23.1	15.4	7.7	15.4
GUI-Owl-1.5-8B-Think 2026.05		23.1	15.4	7.7	15.4
Qwen3-VL-8B-Instruct 2026.05		15.4	7.7	0	7.7
UI-Venus-1.5-8B 2026.05		15.4	7.7	7.7	10.3
MAI-UI-8B 2026.05		15.4	7.7	7.7	10.3
MAI-UI-8B 2026.05		15.4	15.4	7.7	12.8
GUI-Owl-1.5-8B-Think 2026.05		15.4	7.7	7.7	10.3
CogAgent-9B 2026.05		7.7	0	0	2.6
UI-Tars-1.5-7B 2026.05		7.7	7.7	7.7	7.7
UI-Tars-1.5-7B 2026.05		7.7	15.4	15.4	12.8
UI-Venus-1.5-8B 2026.05		7.7	0	0	2.6
CogAgent-9B 2026.05		0	0	0	0