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Papers Benchmarks Datasets Tasks

GUI task automation research benchmarks · SOTA2 Research

GUI task automation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OS-Marathon Transcript domain (Level 2)

86.1SWA

20

Feb 26, 2026

WebArena Lite v2

45.5Success Rate

14

Jun 11, 2026

OS-Marathon Transcript domain (Level 1)

100SWA

10

Feb 26, 2026

Cross-Environment Adaptation Suite (Impress, Calc, Writer, Thunderbird, KAlgebra, Celestia) 1.0 (test)

40.7Impress Score

7

Feb 26, 2026

Popular datasets

OS-Marathon WebArena Cross-Environment Adaptation Suite

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