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Benchmarks
Gaze Estimation on MPIIGaze (ETH-XGaze 5-shot transfer, test)
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5.3
Angular Error
Alfa
5.1728
6.0314
6.89
7.7486
Mar 9, 2026
Angular Error
Average Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
Angular Error
Average Error
Alfa
# Parameters (Train)=5...
2026.03
5.3
5.72
Alfa
# Parameters (Train)=5...
2026.03
5.3
-
TPGaze
# Parameters (Train)=1...
2026.03
6.3
5.96
TPGaze
# Parameters (Train)=1...
2026.03
6.3
-
RUDA
# Parameters (Train)=1...
2026.03
6.86
6.5
RUDA†
# Parameters (Train)=1...
2026.03
6.86
-
PnP-GA
# Parameters (Train)=1...
2026.03
6.91
7.41
PnP-GA†
# Parameters (Train)=1...
2026.03
6.91
-
DAGEN
Shots=5-shot
2026.03
7.53
9.34
Gaze360
Shots=5-shot
2026.03
7.86
8.69
Baseline (ResNet-18)
# Parameters (Train)=1...
2026.03
8.02
7.83
Baseline (ResNet-18)
# Parameters (Train)=1...
2026.03
8.02
-
GazeAdv
Shots=5-shot
2026.03
8.48
9.12
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