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VideoSearchR1/didemo-stage2

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VideoSearch-R1 DiDeMo Stage 2

This is the Stage 2 VideoSearch-R1 checkpoint trained for DiDeMo, presented in the paper VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement.

—Project Page: mlvlab.github.io/VideoSearch-R1
—Repository: GitHub - mlvlab/VideoSearch-R1

Usage

Use with the VideoSearch-R1 codebase:

bash

bash scripts/data_construct/download_preextracted_data.bash didemo
EVAL_GPUS=0 bash scripts/inference/inference.bash didemo --checkpoint VideoSearchR1/didemo-stage2

Citation

bibtex

@inproceedings{lee2026videosearchr1,
  title     = {VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement},
  author    = {Lee, Seohyun and Choi, Seoung and Ko, Dohwan and Kim, Jongha and Kim, Hyunwoo J.},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year      = {2026}
}