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Vinoground is made for academic research purposes only. Commercial use in any form is strictly prohibited.
The copyright of all videos belong to their respective owners. We do not own any of the videos.
Any form of unauthorized distribution, publication, copying, dissemination, or modifications made over Vinoground in part or in whole is strictly prohibited.
You cannot access our dataset unless you comply to all the above restrictions and also provide your information for legal purposes.

This repository holds the dataset Vinoground, a temporal counterfactual dataset composed of 1000 short and natural video-caption pairs.This benchmark has also been integrated into [lmms-eval]. One can begin using it by cloning their repository. Evaluation is now made easier. You can also use the evaluation codes we provided in this repository.

Project page: https://vinoground.github.io

Paper: https://arxiv.org/abs/2410.02763

Code: https://github.com/Vinoground/Vinoground

Leaderboard: https://paperswithcode.com/sota/temporal-relation-extraction-on-vinoground