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NYU-D dataset and benchmarks · SOTA2 Research

Research Datasets

NYU-D

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Depth Image Classification

NYU-D

79.4Top-1 Acc

21

NYU-D

68.6RGB Performance

18

Inter-frame Trajectory Estimation

NYU-D

0.045AbsRel

10

Relative Depth Estimation

NYU-D (test)

0.043AbsRel

8

RGB-to-X retrieval

NYU-D

35.2R@1

4

Depth Perception

NYU-D

84.6Accuracy (%)

4

Scene Classification

NYU-D (1,000 images)

67Accuracy

3

Popular tasks

Classification Scene Classification Depth Image Classification Relative Depth Estimation Depth Perception

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