3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-Splatting

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📌 Overview

3DGS-IEval-15K is the first large-scale image quality assessment (IQA) dataset specifically designed for compressed 3DGS representations. It includes:

• 6 representative 3DGS algorithms
• 10 real-world scenes
• 760 Trained 3DGS models
• 20 strategically selected viewpoints
• 15,200 images
• 15 Annotators per image
• 228K Annotations

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📌 Source Content

3 Source 3DGS multi-view image dataset:

• DeepBlending：https://github.com/Phog/DeepBlending?tab=readme-ov-file （playroom, drjohnson）

• Mipnerf360：https://jonbarron.info/mipnerf360/ （bicycle, flowers, garden, kitchen, room, counter）

• TanksandTemples: https://www.tanksandtemples.org/download/ （train, truck）

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📌 Training and Testing Viewpoints Selection

The dataset can be downloaded at the following link: https://huggingface.co/datasets/Chole12/3DGS-IEval-15K