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Gaze Estimation on MPIIGaze (held-out subject)
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7.15
Average Angular Error (°)
GazeShift (MobileNetV2)
6.992
8.0585
9.125
10.1915
Mar 8, 2026
Average Angular Error (°)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Angular Error (°)
GazeShift (MobileNetV2)
Params=1M, Evaluation...
2026.03
7.15
Cross-Encoder
Params=11M, Evaluation...
2026.03
7.2
GazeShift (ResNet-18)
Supervision=Unsupervis...
2026.03
7.56
GazeShift (MobileNetV2)
Supervision=Unsupervis...
2026.03
8
Cross-Encoder
Supervision=Unsupervis...
2026.03
8.32
Resnet-18
Supervision=Supervised...
2026.03
8.35
Auto-encoder (EFC)
Params=11M, Evaluation...
2026.03
9.2
Auto-encoder
Params=11M, Evaluation...
2026.03
9.5
SimCLR
Params=25M, Evaluation...
2026.03
10
ResNet-18 (ImageNet)
Params=11M, Evaluation...
2026.03
10.6
BYOL
Params=25M, Evaluation...
2026.03
11.1
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