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Papers Benchmarks Datasets Tasks

LERF dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

LERF

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

3D reasoning segmentation

LERF

92.88mIoU

4

Semantic Segmentation

LERF-Masked

89Figurines mIoU

3

2D Object Retrieval

LERF

56.84mIoU

3

3D Object Retrieval

LERF

56.11mIoU

3

3D object localization

LERF (test)

0.732RAMEN Score

3

Open-Vocabulary 3D Scene Segmentation

Lerf_ovs (whole scale)

51.78mIoU

2

3D Scene Reconstruction

LERF

29.5Training Time (min)

2

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Popular tasks

Semantic segmentation 3D Scene Reconstruction 3D Semantic Segmentation 3D Object Localization Open-Vocabulary 3D Scene Segmentation

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