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Papers Benchmarks Datasets Tasks

DeepBlending dataset and benchmarks · SOTA2 Research

Research Datasets

DeepBlending

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Novel View Synthesis

DeepBlending (test)

30.37PSNR

53

3D Gaussian Splatting Compression

DeepBlending

30.49PSNR

36

3D scene reconstruction

DeepBlending

30.24PSNR

30

Novel View Synthesis

DeepBlending

30.48PSNR

29

3DGS Compression Artifact Restoration

DeepBlending (novel views)

0.125LPIPS

25

Novel View Synthesis

DeepBlending

30.01PSNR

16

Novel View Synthesis

DeepBlending

30.39PSNR

11

3D Scene Reconstruction

DeepBlending (out-of-distribution)

0.011CD

10

3DGS Compression

DeepBlending

-17.09BD-rate

10

Novel View Super-Resolution

DeepBlending

29.77PSNR

7

Novel View Synthesis

DeepBlending

17.4110%Q PSNR

6

Super-Resolution

DeepBlending

28.03PSNR

3

Novel View Synthesis

DeepBlending

116Model Size (MB)

3

Novel View Synthesis

DeepBlending

0.003ΔLIP1

3

Popular tasks

Novel View Synthesis 3D Scene Reconstruction Super-Resolution 3DGS Compression Artifact Restoration 3D Gaussian Splatting Compression

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