Gaze Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
2.49Angular Error (degrees)
60
Jun 11, 2026
10.41MAE (All 360°)
60
May 27, 2026
4.53Angular Error
45
May 27, 2026
5.8MAE
40
May 27, 2026
9.06Angular Error
35
Jun 11, 2026
3.92Mean Angular Error
28
Mar 16, 2026
45.4Euclidean Distance (||d||2)
25
Mar 31, 2026
5.1Angular Gaze Error (degrees)
25
May 4, 2026
21.71Angular Error (degrees)
24
Mar 6, 2026
0.94Gaze Vector Error
23
Feb 26, 2026
3.22GE Error (degrees)
22
May 4, 2026
1.44Angular Error
19
May 4, 2026
7.42Gaze Error
15
Apr 21, 2026
6.57Gaze Error
15
Apr 21, 2026
5.79Gaze Error
15
Apr 21, 2026
3.22Mean Gaze Error (degrees)
15
Feb 26, 2026
2.49Gaze Error (degrees)
15
Feb 26, 2026
6.49GE Error
14
May 4, 2026
5.53Angular Error
14
May 4, 2026
5.3Angular Error
13
Mar 10, 2026
4.53Angular Error (d)
12
Mar 31, 2026
5.73Mean Angular Error
12
Mar 27, 2026
42.27Angular Error (degrees)
12
Mar 6, 2026
39.62Angular Error
12
Mar 6, 2026
41.33Angular Error
12
Mar 6, 2026