Datasets:
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---
license: apache-2.0
task_categories:
- video-text-to-text
language:
- en
size_categories:
- 100K<n<1M
---
This repository contains the data presented in [Video-R1: Reinforcing Video Reasoning in MLLMs](https://huggingface.co/papers/2503.21776).
Code: https://github.com/tulerfeng/Video-R1
Video data folder: CLEVRER, LLaVA-Video-178K, NeXT-QA, PerceptionTest, STAR
Image data folder: Chart, General, Knowledge, Math, OCR, Spatial
Video-R1-COT-165k.json is for SFT cold start, and Video-R1-260k.json is for RL training.
Data Format in Video-R1-COT-165k:
```
{
"problem_id": 2,
"problem": "What appears on the screen in Russian during the missile's ascent?",
"data_type": "video",
"problem_type": "multiple choice",
"options": [
"A. A YouTube subscription notification",
"B. A military command",
"C. A warning message",
"D. A weather update"
],
"process": "<think>Let me think about this for a moment. The video shows a missile being launched, and there's a pop-up that appears in Russian during the missile's ascent. Hmm, what could it be? Wait, it looks familiar. It resembles something I've seen before online.\n\nOh, I see! It's a YouTube pop-up, specifically a notification that says \"Вы подписаны,\" which translates to \"You are subscribed.\" This is a common feature on YouTube when someone subscribes to a channel. Let's break it down: it's not a military command, a warning message, or a weather update—it's clearly related to YouTube.\n\nSo, after some self-reflection and verification, I'm confident that the pop-up is indeed a YouTube subscription notification.</think>",
"solution": "<answer>A</answer>",
"path": "./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_7nRmsEw7nsE.mp4",
"data_source": "LLaVA-Video-178K/30_60_s_youtube_v0_1"
}
``` |