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Papers Benchmarks Datasets Tasks

DW dataset and benchmarks · SOTA2 Research

Research Datasets

DW

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time Series Forecasting

DW-Base

0.047MSE

17

Semantic Segmentation

DW 10m GSD (test)

46.06mIoU

15

Semantic Segmentation

DW (0.3 train)

61.73mIoU

13

Semantic Segmentation

DW 0.1 (train)

60.33mIoU

13

Probabilistic Time Series Forecasting

DW-Base H=192

0.132CRPS

5

Particle System Sampling

DW-4 Reward-Tilting

0.296Delta NLL

4

Generative Modeling

DW-4

1Energy Evaluation

3

Popular tasks

Semantic segmentation Time Series Forecasting Generative Modeling Probabilistic time series forecasting Particle System Sampling

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