GUI Navigation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
35.7Element Accuracy
12
Feb 26, 2026
73.6Grounding Rate (GR)
11
Mar 26, 2026
21.5Success Rate
11
Feb 26, 2026
53.52Success Rate
9
Feb 26, 2026
66.91Success Rate
9
Feb 26, 2026
87.7Success Rate
9
Feb 26, 2026
71.17Success Rate
9
Feb 26, 2026
28.2Accuracy
9
Feb 26, 2026
93.83Type Accuracy
8
Feb 26, 2026
73.97Success Rate
7
Feb 26, 2026
-3.7Interaction Length
6
Mar 10, 2026
-0.7Interaction Length
6
Mar 10, 2026
-0.14Length
6
Mar 10, 2026
79.41Type Accuracy
6
Feb 26, 2026
90.63File System Success Rate
5
May 11, 2026
0.912Scroll SR
5
Feb 26, 2026
73.83Accuracy
4
May 20, 2026
56.97Accuracy
4
May 20, 2026
78.2Step Accuracy
4
Feb 26, 2026
87.6Step Accuracy
4
Feb 26, 2026
68.1Action Matching Score (AMS)
4
Feb 26, 2026
75.8Action Matching Score (AMS)
4
Feb 26, 2026
99.36Scroll Rate
4
Feb 26, 2026
100Scroll Success Rate
4
Feb 26, 2026
57.1Accuracy (50 steps)
3
May 27, 2026