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ResearchFormerly WizWand

Gaze Estimation on MPIIGaze D_M (test)

5.8MAEUnReGA
5.3888.16910.9513.731May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UnReGALabeling Rate=Full, Source Domain=Gaze3602026.055.8
CRGALabeling Rate=Full, Source Domain=Gaze3602026.055.89
PnP-GA+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.056.16
UnReGA-+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.056.18
UnReGA-Labeling Rate=Full, Source Domain=Gaze3602026.056.21
Baseline (SDA)Labeling Rate=Full, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.056.28
PnP-GALabeling Rate=Full, Source Domain=Gaze3602026.056.32
PnP-GA+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.056.55
UnReGA-Labeling Rate=20%, Source Domain=Gaze3602026.056.6
PnP-GA+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.056.62
Baseline (SDA)+DSCLLabeling Rate=20%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.056.63
Baseline (SDA)+DSCLLabeling Rate=10%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.056.95
CDGLabeling Rate=Full, Source Domain=Gaze3602026.057.03
Baseline (SDA)Labeling Rate=10%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.057.17
UnReGA-+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.057.18
Baseline (SDA)+DSCLLabeling Rate=5%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.057.22
Baseline (SDA)Labeling Rate=20%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.057.47
AGGLabeling Rate=Full, Source Domain=Gaze3602026.057.87
PnP-GALabeling Rate=20%, Source Domain=Gaze3602026.057.99
UnReGA-Labeling Rate=10%, Source Domain=Gaze3602026.058.31
PnP-GALabeling Rate=10%, Source Domain=Gaze3602026.058.42
GazeconLabeling Rate=Full, Source Domain=Gaze3602026.058.52
Baseline (SDA)Labeling Rate=5%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.059.02
UnReGA-+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.059.22
PureGazeLabeling Rate=Full, Source Domain=Gaze3602026.059.23
PureGaze+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.059.5
UnReGA-Labeling Rate=5%, Source Domain=Gaze3602026.059.55
Baseline (DG)+DSCLLabeling Rate=20%, Protocol=Domain Generalization, Source Domain=Gaze3602026.059.7
PnP-GALabeling Rate=5%, Source Domain=Gaze3602026.059.85
Baseline (DG)+DSCLLabeling Rate=10%, Protocol=Domain Generalization, Source Domain=Gaze3602026.059.89
Baseline (DG)Labeling Rate=20%, Protocol=Domain Generalization, Source Domain=Gaze3602026.0510.21
PureGaze+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.0510.57
PureGazeLabeling Rate=20%, Source Domain=Gaze3602026.0511.02
Baseline (DG)+DSCLLabeling Rate=5%, Protocol=Domain Generalization, Source Domain=Gaze3602026.0511.68
Baseline (DG)Labeling Rate=Full, Protocol=Domain Generalization, Source Domain=Gaze3602026.0511.74
Baseline (DG)Labeling Rate=10%, Protocol=Domain Generalization, Source Domain=Gaze3602026.0512.01
PureGaze+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.0512.21
Baseline (DG)Labeling Rate=5%, Protocol=Domain Generalization, Source Domain=Gaze3602026.0514.01
PureGazeLabeling Rate=10%, Source Domain=Gaze3602026.0514.68
PureGazeLabeling Rate=5%, Source Domain=Gaze3602026.0516.1