Gaze Estimation on Gaze360 to MPIIGaze DG -> DM (test)
5.91Angular Gaze Error (deg)Alfa
Evaluation results
| Method | Links | |
|---|---|---|
| Alfa# Parameters (Train)=5.26, # Parameters (Tuned)=2.98, # Parameters (Test)=2.31, 5-shot adaptation=true2026.03 | 5.91 | |
| TPGaze# Parameters (Train)=11.18, # Parameters (Tuned)=0.13, # Parameters (Test)=11.18, 5-shot adaptation=true2026.03 | 6.62 | |
| RUDA†# Parameters (Train)=12.20, # Parameters (Tuned)=12.20, # Parameters (Test)=12.20, 5-shot adaptation=true2026.03 | 6.96 | |
| PnP-GA†# Parameters (Train)=116.9, # Parameters (Tuned)=116.9, # Parameters (Test)=116.9, 5-shot adaptation=true2026.03 | 7.36 | |
| Baseline (ResNet-18)# Parameters (Train)=11.18, # Parameters (Tuned)=0, # Parameters (Test)=11.18, 5-shot adaptation=true2026.03 | 7.79 |