DeltaTok
Collection
DeltaTok tokenizer, DeltaWorld predictor, and evaluation heads.
https://github.com/amazon-far/deltatok โข 6 items โข Updated โข 1
Segmentation head trained on VSPW. Requires a frozen DINOv3 ViT-B backbone (not included).
See the DeltaTok GitHub repository for training and evaluation code.
@inproceedings{kerssies2026deltatok,
title = {A Frame is Worth One Token: Efficient Generative World Modeling with Delta Tokens},
author = {Kerssies, Tommie and Berton, Gabriele and He, Ju and Yu, Qihang and Ma, Wufei and de Geus, Daan and Dubbelman, Gijs and Chen, Liang-Chieh},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2026}
}