Generation Benchmarks

On the leftmost column we show the frames we condition the generation upon. Next, there is the ground truth completion of the video clip. The 3rd column shows generations using our model trained to predict 4 frames in the future. The 4th column shows generations using our model trained to predict just the next frame. Finally, the last two columns show generations from [5] and optical flow (assuming constant flow speed).

input Ground truth our model with 4 future step prediction our model with 1 future step prediction adversarially trained [5] opticalflow