notesum.ai

Published at December 4

cs.AI

Released Date: December 4, 2024

Authors: Ruili Feng¹, Han Zhang¹, Zhantao Yang, Jie Xiao¹, Zhilei Shu¹, Zhiheng Liu¹, Andy Zheng², Yukun Huang³, Yu Liu¹, Hongyang Zhang⁴

Aff.: ¹Tongyi Lab; ²University of Waterloo; ³University of Hong Kong; ⁴Vector Institute

Feature	Genie	DIAMOND	MarioVGG*	GameNGen*	Oasis*	GameGen-X*	The Matrix
Video Length	2s	Infinite	6 Frames	Infinite	Infinite	4s–16s	Infinite
Training Corpus	2D Games	Atari	Mario	DOOM	Minecraft	AAA Games	AAA Games (supervised, small)
Training Corpus	(unsupervised)	CS:GO	Mario	DOOM	Minecraft	AAA Games	Internet Videos (unsupervised, large)
Resolution	360p	$280\times 150$	$64\times 48$	240p	720p	720p	720p
Control	Frame-Level	Frame-Level	Video-Level	Frame-Level	Frame-Level	Video-Level	Frame-Level
Real-Time	No	Yes	No	Yes	Yes	No	Yes
Control Generalization	Yes	No	No	No	No	No	Yes