Gaze Estimation on RealGaze Glasses
24.4dX ErrorOurs (ViT-B)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (ViT-B)Backbone=ViT-B, Training data={DX, DN, DC}, Model size=86.6M2026.03 | 24.4 | 33.5 | 46 | |
| UniGaze-H-JointBackbone=ViT-H, Training data=5 datasets, Model size=632M2026.03 | 25.1 | 47.9 | 59 | |
| Ours (MobileNet-v2)Backbone=MobileNet-v2, Training data={DX, DN, DC}, Model size=3.8M2026.03 | 25.4 | 33.4 | 46.6 | |
| UniGaze-B-JointBackbone=ViT-B, Training data=5 datasets, Model size=86.6M2026.03 | 26.9 | 52.9 | 63.8 | |
| PureGazeBackbone=ResNet-50, Training data=DX, Model size=31.0M2026.03 | 56.1 | 79.6 | 106 | |
| ETH-XGazeBackbone=ResNet-50, Training data=DX, Model size=25.6M2026.03 | 73.3 | 56.6 | 104.8 |