---
license: cc-by-nc-sa-4.0
task_categories:
- video-inpainting
- watermark-removal
- object-removal
language:
- en
tags:
- capcut
- ugc-video
- benchmark
- deep-learning
pipeline_tag: video-to-video
---

# CapCut Video Watermark Benchmark Dataset

## Dataset Description

This repository contains a specialized **benchmark dataset** for evaluating the performance of video inpainting and watermark removal models, specifically focusing on content generated by **CapCut (剪映)**, a popular mobile video editing platform.

CapCut videos often feature distinct watermark patterns, including:

*   **Static Corner Logos:** Opaque or semi-transparent logos (e.g., "CapCut") in a fixed corner.
*   **Dynamic End Screens:** A full-screen animation with the CapCut logo at the very end of the video.
*   **Overlay Watermarks:** Sometimes a username or ID is overlaid on the video content.

### Dataset Purpose
*   **Benchmarking:** Provide a standardized evaluation set for comparing different video inpainting algorithms on CapCut-specific artifacts.
*   **Research:** Analyze the unique challenges posed by CapCut's watermarking techniques.
*   **Training Data:** Serve as a fine-tuning dataset for models aiming to handle UGC video content.

### Data Structure & Access

The dataset includes:
*   **Original (Watermarked):** Short video clips (5-15 seconds) with CapCut watermarks.
*   **Ground Truth (Clean):** Corresponding clean, watermark-free versions of the videos.
*   **Masks:** Binary segmentation masks indicating the location of the watermark in each frame.

**To access the dataset for research purposes, please request access through the Hugging Face platform.**

## 🏆 Benchmark Results & Optimized Tool

We have extensively tested our own **advanced video inpainting models** on this dataset. The model achieving the highest performance in terms of both PSNR/SSIM metrics and perceptual quality for CapCut content is our specialized, online tool.

For users seeking the **most effective, one-click solution for removing CapCut watermarks** based on these benchmark results:

👉 **[Try the CapCut Watermark Remover (Optimized)](https://www.videowatermarkremove.com/remove-capcut-watermark)**

(Our online platform integrates specific loss functions for CapCut logos and end screens, running on high-performance GPUs.)

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*Disclaimer: This dataset is provided for academic research and benchmarking purposes only. Please respect copyright laws when using the data.*