Gaze Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
25.87Angular Error
12
Mar 6, 2026
23.2Angular Error (degrees)
12
Mar 6, 2026
22.67Angular Error (degrees)
12
Mar 6, 2026
10.1Gaze Error (deg)
12
Feb 26, 2026
6.75Mean Angular Error
11
Apr 21, 2026
7.15Average Angular Error (°)
11
Mar 10, 2026
9.02Mean Angular Error
11
Feb 26, 2026
0.82E50U50
10
Apr 6, 2026
0.73Spearman Correlation (x)
10
Feb 26, 2026
10.16Angular Error (degrees)
10
Feb 26, 2026
6.92Mean Angular Error
10
Feb 26, 2026
10.02Mean Angular Error (°)
10
Feb 26, 2026
1.54Average Angular Error (°)
9
Mar 10, 2026
7.05Mean Angle Error (deg)
8
May 19, 2026
14.85MAE
8
Mar 27, 2026
5.04Angular Gaze Error
8
Mar 10, 2026
5.91Angular Gaze Error
8
Mar 10, 2026
5.82Angular Error
8
Mar 10, 2026
7.1MAE (Img)
8
Feb 26, 2026
6.43Mean Angular Error
8
Feb 26, 2026
6.71Angular Error
8
Feb 26, 2026
0.957AUC
8
Feb 26, 2026
7.8Mean Error (deg)
8
Feb 26, 2026
3.36Angular Error (°)
7
Jun 11, 2026
0.18Mean Angular Error
7
May 12, 2026