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MedVidU Challenge Guide

Step-by-step instructions for participating in the MedVidU Challenge.

The MedVidU Challenge is run as a public leaderboard on the MedVidBench test set. Follow the steps below.

1

Download the training data and train your model

  • Download the MedVidU ECCV 2026 train/val split from UII-AI/MedVidU_ECCV2026_TrainVal on Hugging Face.
  • Sign in to Hugging Face, click Request access, fill out the short form, and agree to the terms of use. Requests are reviewed manually and typically approved within a few business days.
  • Once approved, you may use this split for training and local validation, alongside any other open-source or internal data of your choice.
2

Submit predictions to the MedVidBench Leaderboard

Run inference on the MedVidBench test set and submit your predictions to the MedVidBench Leaderboard.

Include the following with your submission:

  • Model Name
  • Team Name
  • Authors
  • Institution
  • Email ID — mandatory for MedVidU ECCV 2026 Challenge participants
  • Remark: ECCV challenge — required to flag your entry as part of the challenge
3

Submit a report on OpenReview Required

All challenge participants are required to submit a report describing their method on OpenReview for the MedVidU Challenge. The submission link will be announced soon.