| --- |
| license: apache-2.0 |
| --- |
| # VIE-Bench |
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| We introduce VIE-Bench (Video Instruction-Based Editing Benchmark), proposed in [Instruct-X](https://github.com/MC-E/InstructX/), which comprises 140 high-quality instances across eight editing categories. |
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| | Edit Task | Sub Edit Task | Number | |
| |:---------------------|:---------------------------:|------:| |
| | Total | | 140 | |
| | Local Edit | Object Swap | 25 | |
| | | Color Change | 10 | |
| | | Add | 30 | |
| | | Remove | 30 | |
| | Global Edit | Style Change | 10 | |
| | | Tone / Weather Change | 5 | |
| | Hybrid Edit | - | 10 | |
| | Reference Base Edit | Reference Base Swap | 10 | |
| | | Reference Base Add | 10 | |
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| # InstructX |
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| **[InstructX: Towards Unified Visual Editing with MLLM Guidance](https://arxiv.org/pdf/2510.08485)** |
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| > [Chong Mou](https://scholar.google.com/citations?user=SYQoDk0AAAAJ&hl=zh-CN), [Qichao Sun](https://huggingface.co/Simons212), [Yanze Wu](https://scholar.google.com/citations?user=FdHiVvkAAAAJ&hl=zh-CN)<sup>†</sup><sup>‡</sup>, [Pengze Zhang](https://openreview.net/profile?id=%7EPengze_Zhang1), [Xinghui Li](https://crayon-shinchan.github.io/xinghui99.github.io/), [Fulong Ye](https://scholar.google.com/citations?user=-BbQ5VgAAAAJ&hl=zh-CN), [Songtao Zhao](https://openreview.net/profile?id=~Songtao_Zhao1)<sup>‡</sup>, [Qian He](https://scholar.google.com/citations?user=9rWWCgUAAAAJ)<br> |
| > <sup>†</sup> Corresponding author, <sup>‡</sup> Project lead; |
| > Intelligent Creation Lab, Bytedance |
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| <p align="center"> |
| <a href="https://mc-e.github.io/project/InstructX/">🌐 Project Page</a> | |
| <a href="https://arxiv.org/pdf/2510.08485">📜 Arxiv</a> | |
| <a href="https://huggingface.co/datasets/Simons212/VIE-Bench">🤗 Benchmark</a> | |
| </p> |
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| ### Updates |
| * **2025.10.10**: Release VIE-Bench. |
| * **2025.10.10**: Release InstructX tech report. |
