Author

Kaipeng Zhang

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Preprint Aug 2026

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World

Alaya-EVOKE (Evoke) addresses both limitations by externalizing persistent world state and redesigning the teacher for long-horizon interactive generation, and achieves state-of-the-art performance on WBench while remaining competitive on VBench-Long and VBench-2.0.

Yuanyang Yin, Gongxuan Wang, Y. Zhan et al. · 2 citations