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Papers Benchmarks Datasets Tasks

MatrixCity dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

MatrixCity

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D Gaussian Splatting training

MatrixCity 102M Gaussians

0.1PCIe Usage (GB/iter)

2

Forward Rendering

MatrixCity

21.57PSNR

2

Novel View Synthesis

MatrixCity (street)

21.61PSNR

2

3D Gaussian Splatting training

MatrixCity ~1.1B Gaussians

0.97PCIe Transfer Rate (GB/iter)

1

Page 2 of 2

Popular tasks

Novel View Synthesis 3D Reconstruction 3D Scene Reconstruction Real-time Gaussian Splatting Rendering Neural Field Reconstruction

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