Gaze Estimation on EyeDiap cross-domain DE (test)
6.11Angular Error dUniGaze-H-14-CrossX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniGaze-H-14-CrossXModel Size=632M, Backbone=ViT-H, Training Dataset=DX (ETH-XGaze)2026.03 | 6.11 | 4.43 | 3.28 | |
| UniGaze-B-16Model Size=86.6M, Backbone=ViT-B, Training Dataset=DX (ETH-XGaze)2026.03 | 6.64 | — | — | |
| Ours (ViT-B)Model Size=86.6M, Backbone=ViT-B, Training Dataset=DX (ETH-XGaze)2026.03 | 7.22 | 5.76 | 3.48 | |
| GLAModel Size=11.7M, Backbone=ResNet-18, Training Dataset=DX (ETH-XGaze)2026.03 | 7.38 | — | — | |
| PureGazeModel Size=31M, Backbone=ResNet-50, Training Dataset=DX (ETH-XGaze)2026.03 | 7.4 | 4.67 | 4.75 | |
| Ours (MobileNet)Model Size=3.8M, Backbone=MobileNet, Training Dataset=DX (ETH-XGaze)2026.03 | 8.1 | 6.34 | 3.65 | |
| ETH-XGazeModel Size=25.6M, Backbone=ResNet-50, Training Dataset=DX (ETH-XGaze)2026.03 | 8.87 | 5.23 | 6.4 |