Technical report
A submission to OpenReview describing methodology for the PhysAI Dynamic 4D Reconstruction Challenge, using the provided template and including the team name. Selected teams will co-author the final challenge report.
Computer Vision/CORE Unranked
PhysAI Workshop at ECCV 2026
ECCV 2026 the 1st Workshop on Physical AI: Understanding and Building the Physical World
The PhysAI 2026 Workshop at ECCV 2026 is a full-day, in-person event focused on advancing Physical AI — systems with deep, physics-grounded understanding of the real world. It brings together researchers in vision, graphics, robotics, and generative modeling to explore physical scene understanding, physics-aware reconstruction, and physically plausible generation, centered around invited talks and a dynamic 4D reconstruction challenge.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Scope
Physical scene understandingPhysical attribute estimation and reasoning — materials, mass, friction, affordancesPhysics-aware 3D/4D reconstructionReconstruction from sparse or unconstrained inputs that respects physical priorsGenerative world models & world simulatorsGenerative models and world simulators for physically consistent world modelingSpatial & physical reasoningReasoning from images, videos, and multi-modal data about physical behaviorEmbodied AI & robot learningRobot learning in physics-grounded virtual environments and digital twinsBenchmarks & datasetsNew benchmarks and datasets for physical scene understanding and reconstruction
Policies worth checking twice
- Technical reports must be submitted to OpenReview before the deadline.
- Teams must use the provided template for technical reports.
- Team name must be clearly included in the technical report.
- Strong-performing teams that submit high-quality technical reports will be invited to co-author the final challenge report.
- All authors from selected teams will be included as co-authors of the final report.
- Test submissions for the challenge must be made via Kaggle.
- All deadlines are 23:59 UTC.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026