Rayan El Idrissi

Rayan El Idrissi

Optimization & Multimodal HCI

VIBE : Video Interaction Benchmark Environment

Published in IHM’25, Extended Proceedings of the 36th Francophone Conference on Human-Computer Interaction

📊 VIBE • 📄 Paper • 🔗 Code

Illustration of VIBE interface showing video processing and model outputs

Overview

VIBE is an interactive benchmarking platform that enables real-time evaluation of computer vision models through a unified interface. The system supports multiple input modalities (video upload, webcam streaming) and vision tasks (detection, segmentation, tracking, captioning).

How It Works

Main steps and explanations...

VIBE System Architecture Diagram

Bibtex

@inproceedings{elidrissi2025vibe,
  author={El Idrissi Dafali, Rayan and Glushkova, Alina},
  booktitle={Extended Proceedings of the 36th Francophone Conference on 
    Human-Computer Interaction},
  year={2025},
  publisher={ACM},
  series={IHM '25}
}