SOTA GUI Automation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
OSWorld Verified (test)		Overall Success Rate61.92	40	2mo ago
OSWorld	Agentic Programming (Ours)	Overall Success Rate86.8	28	18d ago
AndroidControl High	UI-TARS-7B	Task Match (TM)83.7	27	3mo ago
MiniWob++	LAMO-3B	Success Rate77.2	25	3mo ago
GUI Odyssey	UI-TARS-7B	Task Metric (TM)94.6	15	3mo ago
WindowsAgentArena	HiViG	Success Rate44.2	14	1mo ago
Average (AC-Real-TSR, MiniWob++, AndroidWorld)	UI-Copilot-7B	Success Rate (SR)38.7	13	3mo ago
AndroidControl AC-Real	UI-S1-7B	PG32.4	13	3mo ago
AITW Gen	UI-S1-7B	PG19.5	12	3mo ago
WorldGUI Augmented 1.0		Success Rate (Office)83.5	11	5mo ago
WorldGUI Meta 1.0		Success Rate (Office)88.9	11	5mo ago
MiniWoB++ All - 53 types (test)	AutoRPA (code only)	Token Usage900	7	2mo ago
MiniWoB++ Hard - 9 types (test)	AutoRPA (code only)	Token Count (k)1	7	2mo ago
OSWorld overall	LLM-as-Code w/ Claude Sonnet 4.6	Overall Success Rate86.8	4	1mo ago
TreeCUA OOD benchmark 1.0 (test)	TreeCUA-DPO-7B	SR3,080	3	5mo ago
Desktop GUI tasks Avg 1.0 (pilot)	GPA	Success Rate100	2	3mo ago
Desktop GUI tasks Hard 1.0 (pilot)	GPA	Success Rate100	2	3mo ago
Desktop GUI tasks Simple 1.0 (pilot)	GPA	Success Rate100	2	3mo ago

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