Gaze Estimation on ETH-XGaze (subject-independent protocol)
3.36Angular Error (°)CapStARE
Evaluation Results
| Method | Links | |
|---|---|---|
| CapStAREBackbone=Capsule-Sequential2025.09 | 3.36 | |
| PoolFormerBackbone=Transformer2025.09 | 3.64 | |
| SwATBackbone=Transformer2025.09 | 4.4 | |
| Gaze360Backbone=CNN2025.09 | 4.46 | |
| ETH-XGaze baselineBackbone=CNN2025.09 | 4.5 | |
| GazeCapsNetBackbone=Capsule-based2025.09 | 5.75 | |
| FullFaceBackbone=CNN2025.09 | 6.53 |