TREC 2025 Proceedings

nut-kslab-2025

Submission Details

Organization: kslab
Track: Video Question Answering
Task: Answer Generation Task
Date: 2025-08-29

Run Description

What base model(s) did you use?: Open source VideoLLaMA3-2B model
Did you fine tune existing models or used off the shelf open source model(s) ?: Fine tuned
If fine tuned or built your own model, what training data did you used?: For training, we fine-tuned a model using the LoRA technique on a video question-answering dataset for TREC-VQA.
How long development time did it take you to finish your system?: About a month

Evaluation Files

nut-kslab-2025.per_response.csv (per_response.csv)
nut-kslab-2025.vqa_gen_eval (vqa_gen_eval)