| --- |
| 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" |
| } |
| ``` |
