✨ViDiC: Video Difference Captioning
📝 Summary:
The ViDiC task and ViDiC-1K dataset evaluate MLLMs' ability to describe differences between video pairs, overcoming static image captioning limits. It assesses motion and event evolution, finding significant performance gaps in current models for comparative video understanding.
🔹 Publication Date: Published on Dec 3
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.03405
• PDF: https://arxiv.org/pdf/2512.03405
• Project Page: https://vidic-1k.github.io/
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#VideoCaptioning #MLLM #VideoUnderstanding #ComputerVision #AIResearch
📝 Summary:
The ViDiC task and ViDiC-1K dataset evaluate MLLMs' ability to describe differences between video pairs, overcoming static image captioning limits. It assesses motion and event evolution, finding significant performance gaps in current models for comparative video understanding.
🔹 Publication Date: Published on Dec 3
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2512.03405
• PDF: https://arxiv.org/pdf/2512.03405
• Project Page: https://vidic-1k.github.io/
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#VideoCaptioning #MLLM #VideoUnderstanding #ComputerVision #AIResearch