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Papers Benchmarks Datasets Tasks

GUI Agent Navigation research benchmarks · SOTA2 Research

GUI Agent Navigation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

45.68Success Rate

24

May 19, 2026

82.7Windows (Basic) Score

16

Mar 17, 2026

GUI-Odyssey (test)

66Type Accuracy

4

Mar 6, 2026

GUI-Act-Web (test)

89.9Type Accuracy

4

Mar 6, 2026

AITW (First 128 task samples)

73.2General Success Rate

2

Feb 26, 2026

AITW First 96 task samples

0.723General Success

2

Feb 26, 2026

Popular datasets

AITW MMBench Mind2Web GUI-Odyssey GUI-Act-Web

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