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Papers Benchmarks Datasets Tasks

MODIS dataset and benchmarks · SOTA2 Research

Research Datasets

MODIS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Satellite Observation Planning

MODIS Cloud Avoidance with Random Targets

100Aggregate Utility

7

Satellite Observation Planning

MODIS Cloud Avoidance with Population Density

100Aggregate Utility (%)

7

Satellite Observation Planning

MODIS Cloud Avoidance

100Aggregate Utility

6

Yield Prediction

MODIS

5.95RMSE

5

Dimensionality Reduction

MODIS 2018-01-02 (50,000 points)

0.992Pairwise Correlation

4

LST Downscaling

MODIS hold-out (test)

0.97R^2

1

Popular tasks

Satellite Observation Planning Dimensionality Reduction Yield Prediction LST Downscaling

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