Back to research

Benchmark Results

Action-Conditioned Visual Prediction for Robot Control

A world-model validation record for predicting visual consequences, comparing candidate actions and identifying possible collision risk.

Published January 19, 2026
BridgeV2WWorld ModelPredictive Control

Predict before execution

BridgeV2W converts robot configuration, trajectories and spatial coordinates into pixel-level dynamic masks that condition visual prediction.

Clear labeling

All future frames shown in a deployment interface are labeled as Predicted, Simulation or Generated Future. They are decision support, not guaranteed outcomes.