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Gaze Estimation on ETH-XGaze (test)
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5.73
Mean Angular Error
ResNet18
4.964
10.1345
15.305
20.4755
Mar 25, 2026
Mean Angular Error
Standard Deviation (MAE)
Updated 23d ago
Evaluation Results
Method
Method
Links
Mean Angular Error
Standard Deviation (MAE)
ResNet18
Model Type=Image-based
2026.03
5.73
-
Siamese MLP
Model Type=Landmark-based
2026.03
8.5
6.59
Holistic MLP
Model Type=Landmark-based
2026.03
8.54
6.71
XGBoost
Model Type=Landmark-based
2026.03
11.63
7.81
ResNet18
Training Dataset=GazeGene
2026.03
12.87
-
Siamese MLP
Training Dataset=GazeGene
2026.03
13.85
9.87
Holistic MLP
Training Dataset=GazeGene
2026.03
15.35
11
Siamese MLP
Training Dataset=Gaze360
2026.03
17.55
11.38
XGBoost
Training Dataset=GazeGene
2026.03
17.56
10.51
ResNet18
Training Dataset=Gaze360
2026.03
18.51
-
Holistic MLP
Training Dataset=Gaze360
2026.03
20.13
13.03
XGBoost
Training Dataset=Gaze360
2026.03
24.88
17.1
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