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World Modeling on 60-second benchmark (Simple-Trajectory)

14.59PSNRLingBot-World
12.19812.81913.4414.061May 14, 2026

Evaluation results

MethodLinks
LingBot-WorldParam=14B+14B, Res=480p, #G=82026.0514.590.3660.39473.4673.420.04
SANA-WM + refinerParam=2.6B, Res=720p, #G=12026.0514.460.2920.47973.3772.211.17
SANA-WMParam=2.6B, Res=720p, #G=12026.0514.160.3330.45872.6368.843.79
HY-WorldPlayParam=8B, Res=480p, #G=82026.0512.830.3210.61670.0846.523.59
Infinite-WorldParam=1.3B, Res=480p, #G=12026.0512.60.2840.59573.9367.226.72
Matrix-Game 3.0Param=5B, Res=720p, #G=82026.0512.290.3260.55369.0766.662.41