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Neural3DV dataset and benchmarks · SOTA2 Research

Research Datasets

Neural3DV

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

4D Scene Segmentation

Neural3DV

96.67mIoU (coffee_martini)

8

Novel View Synthesis

Neural3DV Flame Steak and Flame Salmon scenes (held-out temporal novel frames)

33.22PSNR

6

Novel View Synthesis

Neural3DV

33.57PSNR

6

Photometric Rendering

Neural3DV

30.88PSNR

5

Novel View Synthesis

Neural3DV 1352x1224 resolution (full sequence)

32.855PSNR

5

4D Reconstruction

Neural3DV

33.48PSNR

4

Instance-decomposed Reconstruction

Neural3DV

94.2mIoU

3

Instance Segmentation

Neural3DV

98.51Coffee-Martini mIoU

3

Popular tasks

Novel View Synthesis Instance Segmentation 4D Reconstruction Photometric Rendering 4D Scene Segmentation

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