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ResearchFormerly WizWand

Sentinel

Benchmarks

TaskDatasetSOTA resultTrendResults

Surface Soil Moisture retrieval

Sentinel-1

4.76RMSE (Sensor)

10

Multi-temporal solar panel segmentation

Sentinel-2 Multi-temporal SITS

92Accuracy

9

Cross-modal Image Translation

Sentinel SAR→Optical

0.38SSIM

6

Building Height Estimation

Sentinel

1.89RMSE

6

Time Series Reconstruction

Sentinel-2 Urban

0.012MAE

3

Building Footprint Estimation

Sentinel

75F1 Score

1