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  # 🎬 Physion-Processed Video Dataset
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  ## ✨ Overview
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- This dataset contains videos processed for **perceptual physical realism evaluation**.
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- Each sample is standardized through a deterministic pipeline to ensure consistency, comparability, and reproducibility.
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- It is designed to support research in:
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  - Physical realism evaluation in video generation.
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  - Temporal consistency and causal reasoning for AI generated videos.
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  - Human vs. model perception of physical plausibility.
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- ## ⚙️ Processing Pipeline
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- All videos are processed with the following steps:
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- - Audio Removal: All audio tracks are removed.
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- - Temporal Trimming: The first 5 frames are removed to minimize potential dependence on underlying source footage and ensure consistent evaluation.
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- - Spatial Standardization: Center-cropped to a 16:9 aspect ratio, and resized to 720 × 1280 resolution.
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- - Re-encoding: Encoded using H.264 (`libx264`) for compatibility and stability.
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-
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  ## 🛡️ Content Filtering
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  In this open-source version, we apply filtering procedures to reduce privacy and intellectual property risks:
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  - 🚫 Videos with identifiable human faces are excluded
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  - 🚫 Videos with logos, brand marks, or trademarks are excluded
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- > ⚠️ We make a good-faith effort but do not guarantee complete removal of all such content.
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  ## Intended Use
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  This dataset is intended for:
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  - Benchmarking video generation models.
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  - Studying physical realism and perceptual consistency.
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- ## Not Intended For
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  This dataset must **not** be used for:
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  - Surveillance or biometric identification.
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  - Applications violating privacy, publicity, or IP rights
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  ---
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- ## 📜 License
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- ### **Custom Research Use Only License**
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- By using this dataset, you agree to:
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- - Use it for **non-commercial research and evaluation only**
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- - Not redistribute in ways that violate laws or third-party rights
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- - Comply with all applicable regulations
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-
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- ---
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-
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- ## ⚠️ Disclaimer
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- This dataset is provided **as is**, without warranties of any kind.
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- - No guarantee of correctness or completeness
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- - No guarantee of ownership or licensing of all content
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- - No liability for misuse or downstream consequences
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-
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- Users are solely responsible for legal compliance, appropriate use and risk management
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-
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- ---
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-
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  ## Citation
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  If you use this dataset, please cite:
@@ -83,3 +53,14 @@ If you use this dataset, please cite:
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  }
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  ```
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
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  # 🎬 Physion-Processed Video Dataset
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  ## ✨ Overview
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+ This dataset contains videos curated for evaluating perceptual physical realism. It is intended to support research in:
 
 
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  - Physical realism evaluation in video generation.
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  - Temporal consistency and causal reasoning for AI generated videos.
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  - Human vs. model perception of physical plausibility.
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  ## 🛡️ Content Filtering
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  In this open-source version, we apply filtering procedures to reduce privacy and intellectual property risks:
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  - 🚫 Videos with identifiable human faces are excluded
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  - 🚫 Videos with logos, brand marks, or trademarks are excluded
 
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  ## Intended Use
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  This dataset is intended for:
 
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  - Benchmarking video generation models.
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  - Studying physical realism and perceptual consistency.
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  This dataset must **not** be used for:
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  - Surveillance or biometric identification.
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  - Applications violating privacy, publicity, or IP rights
 
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  ---
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  ## Citation
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  If you use this dataset, please cite:
 
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  }
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  ```
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  ---
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+
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+ ## 📜 License
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+ ### **Custom Research Use Only License**
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+ By using this dataset, you agree to:
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+ - Use it for **non-commercial research and evaluation only**
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+ - Not redistribute in ways that violate laws or third-party rights
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+ - Comply with all applicable regulations
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+
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+ ---
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+
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+