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NYUd2 dataset and benchmarks · SOTA2 Research

Research Datasets

NYUd2

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Depth Estimation

NYUD2-DIR (test)

0.895MAE

16

Imbalanced Regression

NYUD2-DIR Few-shot 1.0

1.749RMSE

10

Imbalanced Regression

NYUD2-DIR Medium-shot 1.0

0.831RMSE

10

Imbalanced Regression

NYUD2-DIR 1.0 (All)

1.305RMSE

10

Semantic Parsing

NYUd2 (test)

50.7mIoU

10

Uncertainty Estimation

NYUD2-DIR Few-shot

4.113NLL

5

Uncertainty Estimation

NYUD2-DIR Many-shot

2.815NLL

5

Uncertainty Estimation

NYUD2-DIR All-shot

3.866NLL

5

Popular tasks

Uncertainty Estimation Imbalanced Regression Depth Estimation Semantic Parsing

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