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Comparative Experimental Results on the Gaze360 Dataset
| Model | Mean Angular Error (°) |
|---|---|
| Full-Face | 14.99 |
| Dilated-Net | 13.73 |
| RT-Gene | 12.26 |
| Gaze360 | 11.40 |
| Bot2L-Net | 11.53 |
| Ours | 10.82 |
Comparative Experimental Results on the MPIIFaceGaze Datase
| Model | Mean Angular Error (°) |
|---|---|
| MPIIGaze | 5.40 |
| Dilated-Net | 4.80 |
| CA-Net | 4.10 |
| AGE-Net | 4.09 |
| GazeTR | 4.00 |
| L2CS-Net | 3.92 |
| Res-Swin-Ge | 3.75 |
| Ours | 3.72 |
Comparison of Parameters and FLOPS for Different Models
| Model | Mean Angular Error (°) | Parameters | FLOPs |
|---|---|---|---|
| Dilated-Net | 4.80 | 3.920 | 3.153 |
| GazeTR | 4.00 | 11.394 | 1.834 |
| Ours | 3.72 | 21.201 | 1.505 |