Gaze Following on GazeFollow Inconsistent
93.71AUCOurs (ViT-L)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours (ViT-L)Backbone=ViT-L2026.05 | 93.71 | 0.1271 | 0.0498 | 17.36 | 4.44 | |
| Ours (ViT-B)Backbone=ViT-B2026.05 | 93.4 | 0.1353 | 0.0547 | 18 | 4.85 | |
| GazeLLE + VPTAdaptation method=VPT2026.05 | 93.15 | 0.1527 | 0.0666 | 21.1 | 7.22 | |
| GazeLLE + LoRAAdaptation method=LoRA2026.05 | 93.08 | 0.1487 | 0.0667 | 20.55 | 6.86 | |
| GazeLLE2026.05 | 92.7 | 0.1519 | 0.0664 | 21.09 | 7.22 | |
| GazeLLE + FTAdaptation method=FT2026.05 | 91.83 | 0.1434 | 0.0655 | 20.67 | 7.02 | |
| Sharingan2026.05 | 91.48 | 0.1536 | 0.0745 | 17.39 | 7.37 | |
| Miao et al.2026.05 | 90.26 | 0.1601 | 0.0795 | 21.82 | 7.83 | |
| Chong et al.2026.05 | 88.92 | 0.1731 | 0.0914 | 23.18 | 9.25 |