Gaze Estimation on RealGaze Masks
16dX ErrorUniGaze-H-Joint
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniGaze-H-JointBackbone=ViT-H, Training data=5 datasets, Model size=632M2026.03 | 16 | 37.9 | 45.3 | |
| Ours (ViT-B)Backbone=ViT-B, Training data={DX, DN, DC}, Model size=86.6M2026.03 | 18.8 | 36.5 | 45.3 | |
| UniGaze-B-JointBackbone=ViT-B, Training data=5 datasets, Model size=86.6M2026.03 | 19.7 | 40.2 | 48.6 | |
| Ours (MobileNet-v2)Backbone=MobileNet-v2, Training data={DX, DN, DC}, Model size=3.8M2026.03 | 20.9 | 36 | 45.3 | |
| ETH-XGazeBackbone=ResNet-50, Training data=DX, Model size=25.6M2026.03 | 31.3 | 62 | 75.1 | |
| PureGazeBackbone=ResNet-50, Training data=DX, Model size=31.0M2026.03 | 31.7 | 76.7 | 88.4 |