Interactive Video World Model Evaluation on RealWM120K VBench (val) benchmark leaderboard · SOTA2 Research

Interactive Video World Model Evaluation on RealWM120K VBench (val)

11Latency (s)Matrix-Game 2.0

Evaluation Results

Method	Links
Matrix-Game 2.02025.11		11	80.82	0.9457	0.9814	0.8476	0.899	0.4971	0.6784
MagicWorld2025.11		15	85.47	0.9752	0.9921	0.9627	0.9408	0.5394	0.7182
YUME 1.52025.11		19	83.34	0.9502	0.9821	0.9115	0.9221	0.527	0.7077
Wan2.1-Camera2025.11		39	81.72	0.9586	0.9801	0.8778	0.9173	0.5018	0.6674
Wan2.2-Camera2025.11		94	79.35	0.9573	0.9846	0.8508	0.8982	0.4861	0.5837
HY-World 1.52025.11		163	84.52	0.9719	0.9918	0.9409	0.9348	0.5303	0.7014
ViewCrafter2025.11		302	78.07	0.9569	0.979	0.8188	0.8748	0.5001	0.5543
YUME2025.11		1,918	83.14	0.9491	0.9865	0.9098	0.9264	0.5239	0.6926
LingBot-World-Base2025.11		1,920	83.64	0.9653	0.9755	0.9423	0.9261	0.5406	0.6687