Gaze Estimation on MPIIGaze (held-out subject)
7.15Average Angular Error (°)GazeShift (MobileNetV2)
Evaluation results
| Method | Links | |
|---|---|---|
| GazeShift (MobileNetV2)Params=1M, Evaluation Protocol=100-shot2026.03 | 7.15 | |
| Cross-EncoderParams=11M, Evaluation Protocol=100-shot2026.03 | 7.2 | |
| GazeShift (ResNet-18)Supervision=Unsupervised, Params=11M, FLOPS=75M2026.03 | 7.56 | |
| GazeShift (MobileNetV2)Supervision=Unsupervised, Params=1M, FLOPS=2M2026.03 | 8 | |
| Cross-EncoderSupervision=Unsupervised, Params=11M, FLOPS=75M2026.03 | 8.32 | |
| Resnet-18Supervision=Supervised, Params=11M, FLOPS=75M2026.03 | 8.35 | |
| Auto-encoder (EFC)Params=11M, Evaluation Protocol=100-shot2026.03 | 9.2 | |
| Auto-encoderParams=11M, Evaluation Protocol=100-shot2026.03 | 9.5 | |
| SimCLRParams=25M, Evaluation Protocol=100-shot2026.03 | 10 | |
| ResNet-18 (ImageNet)Params=11M, Evaluation Protocol=100-shot2026.03 | 10.6 | |
| BYOLParams=25M, Evaluation Protocol=100-shot2026.03 | 11.1 |