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--- |
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license: apache-2.0 |
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task_categories: |
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- video-text-to-text |
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language: |
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- en |
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size_categories: |
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- 100K<n<1M |
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--- |
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This repository contains the data presented in [Video-R1: Reinforcing Video Reasoning in MLLMs](https://huggingface.co/papers/2503.21776). |
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Code: https://github.com/tulerfeng/Video-R1 |
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Video data folder: CLEVRER, LLaVA-Video-178K, NeXT-QA, PerceptionTest, STAR |
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Image data folder: Chart, General, Knowledge, Math, OCR, Spatial |
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Video-R1-COT-165k.json is for SFT cold start, and Video-R1-260k.json is for RL training. |
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Data Format in Video-R1-COT-165k: |
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``` |
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{ |
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"problem_id": 2, |
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"problem": "What appears on the screen in Russian during the missile's ascent?", |
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"data_type": "video", |
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"problem_type": "multiple choice", |
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"options": [ |
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"A. A YouTube subscription notification", |
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"B. A military command", |
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"C. A warning message", |
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"D. A weather update" |
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], |
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"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>", |
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"solution": "<answer>A</answer>", |
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"path": "./LLaVA-Video-178K/liwei_youtube_videos/videos/youtube_video_2024/ytb_7nRmsEw7nsE.mp4", |
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"data_source": "LLaVA-Video-178K/30_60_s_youtube_v0_1" |
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} |
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``` |
