ECCV 2026 Competition · Two tracks

PhysAI Dynamic 4D
Reconstruction Challenge

A synthetic benchmark with high-quality multi-view rendering and dense geometric annotations, designed for reconstructing the physical world in motion.

Tracks2
Training dataAvailable now
RecognitionAwards at ECCV
01 · Competition tracks

Choose your challenge

Both tracks use the PhysAI dynamic benchmark and share a common goal: robust physical-world understanding from video.

Track 1

4D Reconstruction and Tracking

Participants reconstruct dynamic scenes and track points over time from an input video, following the D4RT-style reconstruction and tracking setting.

  • Inputs Video · source point queries · target timesteps
  • Outputs Point tracks
Track 2

Dynamic Video Novel View Synthesis

Models generate a new-view video from an input video and a target camera trajectory, following the camera-controlled dynamic rendering setting.

  • Inputs Video · control trajectory
  • Outputs New-view video
02 · Technical report

Submit your technical report

Please also submit a technical report to OpenReview describing your methodology before the submission deadline. Kindly use the provided template and ensure that your team name is clearly included in the report.

Teams that demonstrate strong performance and submit high-quality technical reports will be invited to contribute to the challenge's final technical report. All authors from selected teams will be included as co-authors of the final report.

Challenge timeline

Milestone
Date
Challenge site online · training data released
July 10, 2026
Validation server opens
July 10, 2026
Test submission deadline
August 10, 2026
Technical report camera-ready
August 12, 2026
Final results & winners announced
August 20, 2026
Workshop & awards ceremony
ECCV 2026

All deadlines are 23:59 UTC (11:59 PM UTC).

03 · Contact

Challenge questions

For questions about the benchmark, participation, or the technical report, please reach out:

Hosted atECCV 2026, Malmö, Sweden
Workshop dateSeptember 9, 2026