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ResearchFormerly WizWand

SQG

Benchmarks

TaskDatasetSOTA resultTrendResults

Data Assimilation

SQG

1.13CRPS

24

Data Assimilation

SQG Saturating

0.96SSR

6

Data Assimilation

SQG Multimodal

0.42SSR

6

Data Assimilation

SQG Sparse

0.57SSR

6

Data Assimilation

SQG Saturating

2.67RMSE

6

Data Assimilation

SQG Multimodal

3.62RMSE

6

Data Assimilation

SQG Sparse

2.88RMSE

6

Data Assimilation

SQG Noisy

2.11RMSE

6

Data Assimilation

SQG Saturating 64x64 grid (last 20 steps)

1.33CRPS

4

Data Assimilation

SQG Multimodal 64x64 grid (last 20 steps)

1.81CRPS

4

Data Assimilation

SQG Sparse 64x64 grid (last 20 steps)

1.73CRPS

4

Data Assimilation

SQG Noisy 64x64 grid (last 20 steps)

1.32CRPS

4