Gaze Estimation on Gaze360 frontal face crops 1.0 (test)
10.1Gaze Error (deg)Proposed Temporal Model (Gaze360)
Evaluation Results
| Method | Links | |
|---|---|---|
| Proposed Temporal Model (Gaze360)Training Data=Gaze360, Supervision=Gaze + LAEO Labels, Protocol=Within dataset2021.05 | 10.1 | |
| Proposed Temporal Model (Gaze360 + AVA)Training Data=Gaze360 + AVA, Supervision=Gaze + LAEO Labels, Protocol=Within dataset2021.05 | 10.2 | |
| Gaze360Training Data=Gaze360, Supervision=Gaze + LAEO Labels, Protocol=Within dataset2021.05 | 11.1 | |
| Proposed Temporal Model (ETH-XGaze + AVA)Training Data=ETH-XGaze + AVA, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 16.9 | |
| Proposed Temporal Model (GazeCapture + AVA)Training Data=GazeCapture + AVA, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 19.5 | |
| Proposed Temporal Model (ETH-XGaze)Training Data=ETH-XGaze, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 20.5 | |
| Proposed Temporal Model (CMU Panoptic + AVA)Training Data=CMU Panoptic + AVA, Supervision=LAEO Labels, Protocol=Cross dataset2021.05 | 22.5 | |
| Proposed Temporal Model (CMU Panoptic)Training Data=CMU Panoptic, Supervision=LAEO Labels, Protocol=Cross dataset2021.05 | 26 | |
| ETH-XGazeTraining Data=ETH-XGaze, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 27.3 | |
| Proposed Temporal Model (AVA)Training Data=AVA, Supervision=LAEO Labels, Protocol=Cross dataset2021.05 | 29 | |
| Proposed Temporal Model (GazeCapture)Training Data=GazeCapture, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 29.2 | |
| GazeCaptureTraining Data=GazeCapture, Supervision=Gaze + LAEO Labels, Protocol=Cross dataset2021.05 | 30.2 |