Update readme

README.md

@@ -12,6 +12,10 @@ language:
 
 # PaGE: Towards Practical Human-Level Gaze Target Estimation
 
+**Code:** [github.com/OctopusWen/PaGE](https://github.com/OctopusWen/PaGE)  • 
+**Project page:** [page-26.github.io](https://page-26.github.io/)  • 
+**Paper:** [arXiv:XXXX.XXXXX](https://arxiv.org/abs/XXXX.XXXXX)
+
 PaGE (Practical Gaze Estimator) is a gaze target estimation model that predicts where a person
 is looking in a scene. Gaze target estimation combines high-level understanding of global scene
 semantics with precise spatial reasoning from human appearance (pose, eye orientation). PaGE
@@ -30,10 +34,10 @@ DINOv3 weights are downloaded. The DINOv3 model *structure* is provided by `tran
 
 | Model | Backbone | GFLOPs  | Weight repo |
 |-------|----------|--------|-------------|
-| PaGE ViT-H+ | DINOv3 ViT-H+ (gated MLP) | 2373.6  | [`Octopus1/page-vithplus`](https://huggingface.co/Octopus1/page-vithplus) |
+| PaGE ViT-H+ | DINOv3 ViT-H+ | 2373.6  | [`Octopus1/page-vithplus`](https://huggingface.co/Octopus1/page-vithplus) |
 | PaGE ViT-B Distill | DINOv3 ViT-B | 283.1  | [`Octopus1/page-vitb`](https://huggingface.co/Octopus1/page-vitb) |
 | PaGE ViT-B Distill (Screen) | DINOv3 ViT-B | 283.1  | [`Octopus1/page-vitb-screen`](https://huggingface.co/Octopus1/page-vitb-screen) |
-| PaGE ViT-S+ Distill | DINOv3 ViT-S+ (gated MLP) | 115.2  | [`Octopus1/page-vitsplus`](https://huggingface.co/Octopus1/page-vitsplus) |
+| PaGE ViT-S+ Distill | DINOv3 ViT-S+ | 115.2  | [`Octopus1/page-vitsplus`](https://huggingface.co/Octopus1/page-vitsplus) |
 | PaGE ViT-S Distill | DINOv3 ViT-S | 96.9  | [`Octopus1/page-vits`](https://huggingface.co/Octopus1/page-vits) |
 
 The ViT-H+ teacher is finetuned end-to-end; the student models are distilled from the teacher via
@@ -122,7 +126,10 @@ per-person head crops, and bboxes.
   author    = {Ye, Zhoutong and Zhang, Chengwen and Liu, Jiaqi and Li, Xiangwu and
                Wang, Xutong and Mei, Yu and Cui, Zhaibin and Sun, Mingze and
                Wan, Qingyang and Liu, Chang and Yu, Chun and Shi, Yuanchun},
-  year      = {2026}
+  year      = {2026},
+  eprint    = {XXXX.XXXXX},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.CV}
 }
 ```
 
@@ -157,4 +164,4 @@ In summary:
 
 If you use these models, please also cite the DINOv3 work.
 
-Project page & code: [github.com/OctopusWen/gazelle_plus](https://github.com/OctopusWen/gazelle_plus)
+Project page: [page-26.github.io](https://page-26.github.io/) · Code: [github.com/OctopusWen/PaGE](https://github.com/OctopusWen/PaGE)