Gaze Estimation on MPIIFaceGaze (leave-one-subject-out)
3.92Mean Angular ErrorL2CS-Net
Evaluation results
| Method | Links | |
|---|---|---|
| L2CS-NetRegression coefficient (β)=22022.03 | 3.92 | |
| L2CS-NetRegression coefficient (β)=12022.03 | 3.96 | |
| AGE-Net2022.03 | 4.09 | |
| CA-Net2022.03 | 4.1 | |
| RT-GeneModel ensemble count=42022.03 | 4.3 | |
| Bayesian Approach2022.03 | 4.3 | |
| FAR-Net2022.03 | 4.3 | |
| GEDDNet2022.03 | 4.5 | |
| FullFaceBackbone=Spatial weights CNN2022.03 | 4.8 | |
| Dilated-Net2022.03 | 4.8 | |
| RT-GeneModel ensemble count=12022.03 | 4.8 | |
| MeNets2022.03 | 4.9 | |
| iTrackerBackbone=AlexNet2022.03 | 5.6 | |
| EMC-Gaze (eye-focused, MPII-only)Calibration shots=162026.03 | 8.82 | |
| EMC-Gaze (eye-focused, MPII-only)Calibration shots=92026.03 | 9.24 | |
| EMC-Gaze (eye-focused, MPII-only)Calibration shots=52026.03 | 9.73 | |
| EMC-Gaze (eye-focused, MPII-only)Calibration shots=32026.03 | 10.61 | |
| Elastic NetCalibration shots=162026.03 | 10.83 | |
| Elastic NetCalibration shots=92026.03 | 10.95 | |
| Elastic NetCalibration shots=52026.03 | 11.15 | |
| Elastic NetCalibration shots=32026.03 | 11.72 | |
| RidgeCalibration shots=162026.03 | 12.85 | |
| RidgeCalibration shots=92026.03 | 13.67 | |
| RidgeCalibration shots=52026.03 | 14.52 | |
| EMC-Gaze (eye-focused, MPII-only)Calibration shots=12026.03 | 14.95 | |
| Elastic NetCalibration shots=12026.03 | 14.95 | |
| RidgeCalibration shots=12026.03 | 14.95 | |
| RidgeCalibration shots=32026.03 | 15.4 |