license: apache-2.0
PerfectPhysics
Webpage: https://world-bench.github.io/perfectphysics.html
PerfectPhysics is an evaluation suite which tests how well world models and video generations adhere to well-known physics constants and laws.
The benchmark includes curated physics experiments spanning from motion physics (e.g. gravity, projectile motion) to fluid dynamics (e.g. viscosity, fluid motion). Each scenario will have initial context frames and will require models to generate the future frames. Core physics constants such as gravitation acceleration, viscosity, friction, and more will then be estimated from generated videos.
This repository contains the input videos for the PerfectPhysics weekly challenge. It will be updated every week with a new set testing a new physics constant or property.
Data Details
Each weekly challenge is contained in its own folder titled week[num]_[task]. Within each folder, there are 10-15 videos. For each video, there is a folder with the same name that contains the individual frames of the video.
Key Details:
- All videos are 720x1280
- All videos are 80 frames long and are captured at 240 FPS
Submission
To submit your own generations/completions, please follow the links on our benchmark page: https://world-bench.github.io/perfectphysics.html
When submitting:
- Be sure to include the FPS of your videos in the submission form
- Please name the generated videos the same name as input videos for easy matching