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Papers Benchmarks Datasets Tasks

Semantic3D dataset and benchmarks · SOTA2 Research

Research Datasets

Semantic3D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Semantic segmentation

Semantic3D (reduced-8)

78.4mIoU

42

Semantic Segmentation

Semantic3D reduced-8 (test)

77.4mIoU

33

Semantic Segmentation

Semantic3D reduced v1 (test)

73.2Mean IoU

18

Semantic Segmentation

Semantic3D official benchmark

76.5Average IoU

10

Semantic Segmentation

Semantic3D full (test)

92.9Overall Accuracy

9

3D Semantic Segmentation

Semantic3D

53.7mIoU

7

3D Scene Segmentation

Semantic3D reduced-8 online benchmark

74.6mIoU

7

Semantic Scene Segmentation

Semantic3D

73.2mIoU

6

Semantic Segmentation

Semantic3D reduced-8 challenge (Fold 5)

97.4Man-made Terrain IoU

6

Point Cloud Semantic Segmentation

Semantic3D (test)

78.2mIoU

1

Popular tasks

Semantic segmentation 3D Semantic Segmentation 3D Scene Segmentation Semantic Scene Segmentation Point Cloud Semantic Segmentation

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