Action Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.56Accuracy
36
Feb 26, 2026
82.2Accuracy
30
Jul 7, 2026
88.9Pass@1 Step Accuracy
22
May 27, 2026
68.59Pass@1 Step Accuracy
22
May 12, 2026
76.12Scroll Accuracy
17
Mar 9, 2026
95.9Click TMR
15
Jun 16, 2026
87.4Click TMR
15
Jun 16, 2026
97.6TMR (Click)
15
Jun 16, 2026
84Accuracy
15
Feb 26, 2026
85.7Operation F1
14
Feb 26, 2026
87.6Operation F1 Score
14
Feb 26, 2026
87.21Accuracy (Light)
11
Jun 2, 2026
47.6Element Accuracy
11
Feb 26, 2026
60.6Element Accuracy
11
Feb 26, 2026
34.8Accuracy (10% Obs)
11
Feb 26, 2026
66.7Accuracy (10% Obs)
11
Feb 26, 2026
75Accuracy
9
Mar 4, 2026
95Accuracy
9
Mar 4, 2026
97Accuracy
9
Mar 4, 2026
57.9Avg Action Success Rate
8
May 12, 2026
70.4Success Rate (Text Actions)
8
May 12, 2026
78Action Success Rate (Text)
8
May 12, 2026
2.95Action MSE
8
Apr 8, 2026
0.47Action MSE
8
Apr 8, 2026
1.32Action MSE
8
Apr 8, 2026