Gaze Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.09Mean Std Dev Angle
7
May 12, 2026
6.11Angular Error d
7
Mar 31, 2026
16dX Error
6
Mar 31, 2026
24.4dX Error
6
Mar 31, 2026
14.6dX Error
6
Mar 31, 2026
13.9dX Error (pixels)
6
Mar 31, 2026
18.3dX Error
6
Mar 31, 2026
6.02Angular Error
6
Mar 24, 2026
89.3Conditional Coverage
5
Jul 7, 2026
96.5Conditional Coverage
5
Jul 7, 2026
91Conditional Coverage
5
Jul 7, 2026
89.9Overall Coverage
5
Jul 7, 2026
1.33E50U50
5
Apr 6, 2026
5.04Angular Gaze Error
5
Mar 10, 2026
5.91Angular Gaze Error (deg)
5
Mar 10, 2026
2.58Angular Error (°)
5
Feb 26, 2026
1.44Gaze Error (degrees)
5
Feb 26, 2026
1.439Mean Euclidean Distance (cm)
5
Feb 26, 2026
3.76Mean Angular Error (MAE)
4
Mar 27, 2026
5.66Angular RMSE
4
Mar 16, 2026
3.43Average Error (degrees)
4
Mar 10, 2026
8.3Mean Angular Error
4
Feb 26, 2026
10.16Mean Angular Error
4
Feb 26, 2026
1.59Mean Euclidean Distance (cm)
4
Feb 26, 2026
46.1F1 Score
3
Feb 26, 2026