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Papers Benchmarks Datasets Tasks

MPEG dataset and benchmarks · SOTA2 Research

Research Datasets

MPEG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Point Cloud Lossless Attribute Compression

MPEG CAT1 Scant

5.79Bitrate (Bpp)

39

Point Cloud Compression

MPEG CAT1 vox12

4.78Bitrate (Bpp)

24

Mpeg

85.7Macro Precision

9

Mpeg (test)

0.057Average Inference Time (s)

9

MPEG-400

99F1-score

7

Dynamic Sparse-View 3D Reconstruction

MPEG

22.6PSNR

7

Novel View Synthesis

MPEG

30.72PSNR

6

Point Cloud Compression

MPEG

-66.3BD-BR (Y)

4

Popular tasks

Classification Point Cloud Compression Novel View Synthesis Point Cloud Lossless Attribute Compression Dynamic Sparse-View 3D Reconstruction

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