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LERF-Mask dataset and benchmarks · SOTA2 Research

Research Datasets

LERF-Mask

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Open-vocabulary 3D segmentation

LERF-Mask (test)

92.3Figurines mIoU

19

Object Segmentation

LERF-Mask 1.0 (test)

88.4mIoU (mean)

10

Semantic Segmentation

LERF-MASK teatime

95.91mIoU

8

Novel View Rendering

LERF-Mask

26.108PSNR

4

Semantic Segmentation

LERF-MASK ramen

77mIoU

4

Semantic Segmentation

LERF-MASK figurines

92.3mIoU

4

3D open-vocabulary segmentation

LERF-Mask figurines scene

8.2Rendering Time

3

Popular tasks

Semantic segmentation Novel View Rendering Object Segmentation 3D Open-vocabulary Segmentation Open-Vocabulary 3D Segmentation

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