M³ vs Real MsPacman — World Model Prediction

M³2025·64x64 @ 15fps
PaperGitHub
Compare with:DIAMONDTWISTERM³STORMΔ-IRISNEWIRIS
Ground Truth
Atari MsPacman real gameplay (ground truth frames, 64x64 @ 15fps)
Prediction
Atari MsPacman predicted by M³ world model (64x64 @ 15fps)
Higher is better
0.9754
Lower is better
3.1
Lower is better
0.0033
FramesPrediction horizon
100

Prediction Quality Over Horizon

H=1/4/16/64. Two stacked charts; higher is better in both.

LPIPSSSIM
Better ↑
SSIMLPIPS qualityH=1H=4H=16H=64