Gaze Following on GazeFollow Consistent
0.9719AUCOurs (ViT-L)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours (ViT-L)Backbone=ViT-L2026.05 | 0.9719 | 0.0709 | 0.0301 | 9.66 | 2.58 | |
| GazeLLE + VPTAdaptation method=VPT2026.05 | 0.97 | 0.0825 | 0.036 | 11.06 | 3.33 | |
| GazeLLE + LoRAAdaptation method=LoRA2026.05 | 0.97 | 0.0789 | 0.0352 | 10.76 | 3.22 | |
| Ours (ViT-B)Backbone=ViT-B2026.05 | 0.9696 | 0.0777 | 0.0348 | 10.5 | 3.19 | |
| GazeLLE2026.05 | 0.9689 | 0.0834 | 0.0373 | 11.04 | 3.37 | |
| GazeLLE + FTAdaptation method=FT2026.05 | 0.9613 | 0.0835 | 0.0403 | 11.46 | 3.86 | |
| Sharingan2026.05 | 0.9586 | 0.0958 | 0.0496 | 10.83 | 4.96 | |
| Miao et al.2026.05 | 0.9503 | 0.1044 | 0.0559 | 13.73 | 5.63 | |
| Chong et al.2026.05 | 0.9402 | 0.1194 | 0.0701 | 15.68 | 7.41 |