Gaze Estimation on MPIIGaze D_M (test)
5.8MAEUnReGA
Evaluation Results
| Method | Links | |
|---|---|---|
| UnReGALabeling Rate=Full, Source Domain=Gaze3602026.05 | 5.8 | |
| CRGALabeling Rate=Full, Source Domain=Gaze3602026.05 | 5.89 | |
| PnP-GA+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.05 | 6.16 | |
| UnReGA-+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.05 | 6.18 | |
| UnReGA-Labeling Rate=Full, Source Domain=Gaze3602026.05 | 6.21 | |
| Baseline (SDA)Labeling Rate=Full, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 6.28 | |
| PnP-GALabeling Rate=Full, Source Domain=Gaze3602026.05 | 6.32 | |
| PnP-GA+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.05 | 6.55 | |
| UnReGA-Labeling Rate=20%, Source Domain=Gaze3602026.05 | 6.6 | |
| PnP-GA+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.05 | 6.62 | |
| Baseline (SDA)+DSCLLabeling Rate=20%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 6.63 | |
| Baseline (SDA)+DSCLLabeling Rate=10%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 6.95 | |
| CDGLabeling Rate=Full, Source Domain=Gaze3602026.05 | 7.03 | |
| Baseline (SDA)Labeling Rate=10%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 7.17 | |
| UnReGA-+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.05 | 7.18 | |
| Baseline (SDA)+DSCLLabeling Rate=5%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 7.22 | |
| Baseline (SDA)Labeling Rate=20%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 7.47 | |
| AGGLabeling Rate=Full, Source Domain=Gaze3602026.05 | 7.87 | |
| PnP-GALabeling Rate=20%, Source Domain=Gaze3602026.05 | 7.99 | |
| UnReGA-Labeling Rate=10%, Source Domain=Gaze3602026.05 | 8.31 | |
| PnP-GALabeling Rate=10%, Source Domain=Gaze3602026.05 | 8.42 | |
| GazeconLabeling Rate=Full, Source Domain=Gaze3602026.05 | 8.52 | |
| Baseline (SDA)Labeling Rate=5%, Protocol=Supervised Domain Adaptation, Source Domain=Gaze3602026.05 | 9.02 | |
| UnReGA-+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.05 | 9.22 | |
| PureGazeLabeling Rate=Full, Source Domain=Gaze3602026.05 | 9.23 | |
| PureGaze+DSCLLabeling Rate=20%, Source Domain=Gaze3602026.05 | 9.5 | |
| UnReGA-Labeling Rate=5%, Source Domain=Gaze3602026.05 | 9.55 | |
| Baseline (DG)+DSCLLabeling Rate=20%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 9.7 | |
| PnP-GALabeling Rate=5%, Source Domain=Gaze3602026.05 | 9.85 | |
| Baseline (DG)+DSCLLabeling Rate=10%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 9.89 | |
| Baseline (DG)Labeling Rate=20%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 10.21 | |
| PureGaze+DSCLLabeling Rate=10%, Source Domain=Gaze3602026.05 | 10.57 | |
| PureGazeLabeling Rate=20%, Source Domain=Gaze3602026.05 | 11.02 | |
| Baseline (DG)+DSCLLabeling Rate=5%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 11.68 | |
| Baseline (DG)Labeling Rate=Full, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 11.74 | |
| Baseline (DG)Labeling Rate=10%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 12.01 | |
| PureGaze+DSCLLabeling Rate=5%, Source Domain=Gaze3602026.05 | 12.21 | |
| Baseline (DG)Labeling Rate=5%, Protocol=Domain Generalization, Source Domain=Gaze3602026.05 | 14.01 | |
| PureGazeLabeling Rate=10%, Source Domain=Gaze3602026.05 | 14.68 | |
| PureGazeLabeling Rate=5%, Source Domain=Gaze3602026.05 | 16.1 |