DIAMOND vs Real Frostbite — World Model Prediction

DIAMONDNeurIPS 2024 Spotlight·64x64 @ 15fps

Paper GitHub Weights

Compare with:DIAMOND TWISTER STORM Δ-IRISNEW IRIS

Ground Truth

Atari Frostbite real gameplay (ground truth frames, 64x64 @ 15fps)

Prediction

Atari Frostbite predicted by DIAMOND world model (64x64 @ 15fps)

Higher is better

0.809

Lower is better

14

Lower is better

0.0479

FramesPrediction horizon

100

Prediction Quality Over Horizon

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

LPIPSSSIM

Better ↑