Gaze Estimation on ETH-XGaze (test)
5.73Mean Angular ErrorResNet18
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResNet18Model Type=Image-based2026.03 | 5.73 | — | |
| Siamese MLPModel Type=Landmark-based2026.03 | 8.5 | 6.59 | |
| Holistic MLPModel Type=Landmark-based2026.03 | 8.54 | 6.71 | |
| XGBoostModel Type=Landmark-based2026.03 | 11.63 | 7.81 | |
| ResNet18Training Dataset=GazeGene2026.03 | 12.87 | — | |
| Siamese MLPTraining Dataset=GazeGene2026.03 | 13.85 | 9.87 | |
| Holistic MLPTraining Dataset=GazeGene2026.03 | 15.35 | 11 | |
| Siamese MLPTraining Dataset=Gaze3602026.03 | 17.55 | 11.38 | |
| XGBoostTraining Dataset=GazeGene2026.03 | 17.56 | 10.51 | |
| ResNet18Training Dataset=Gaze3602026.03 | 18.51 | — | |
| Holistic MLPTraining Dataset=Gaze3602026.03 | 20.13 | 13.03 | |
| XGBoostTraining Dataset=Gaze3602026.03 | 24.88 | 17.1 |