3D Gaze Estimation on GFIE dataset 1.0 (test)
10.63D MAEOurs + GFM [16]
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours + GFM [16]Input=SD, 2D gaze following=true2025.05 | 10.6 | 98.7 | 0.067 | 0.26 | |
| OursInput=SD2025.05 | 11.1 | — | — | — | |
| Ours*Input=SD, depth map=zero-shot estimator [3]2025.05 | 12.3 | — | — | — | |
| GFIE + 3DInput=SD, 2D gaze following=true2025.05 | 16.4 | 97.8 | 0.062 | 0.341 | |
| GFIEInput=SD2025.05 | 17.7 | 96.5 | 0.065 | 0.311 | |
| Gaze360Input=H2025.05 | 19.8 | 82.1 | 0.13 | 0.54 | |
| ChongInput=SD2025.05 | 20.8 | 97.2 | 0.069 | 0.455 | |
| Rt-GeneInput=H2025.05 | 21 | 82.3 | 0.123 | 0.552 | |
| LianInput=SD, 2D gaze following=true2025.05 | 26.7 | 96.2 | 0.091 | 0.542 | |
| GazeFollowInput=SD2025.05 | 41.5 | 94.1 | 0.131 | 0.856 | |
| Random2025.05 | 84.4 | 58.5 | 0.425 | 2.93 | |
| Center2025.05 | 87.2 | 61.4 | 0.287 | 2.51 |