M³ vs Real Alien — World Model Prediction

M³2025·64x64 @ 15fps
PaperGitHub
Compare with:DIAMONDTWISTERM³STORMΔ-IRISNEWIRIS
Ground Truth
Atari Alien real gameplay (ground truth frames, 64x64 @ 15fps)
Prediction
Atari Alien predicted by M³ world model (64x64 @ 15fps)
Higher is better
0.9711
Lower is better
1.7
Lower is better
0.0065
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