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Papers Benchmarks Datasets Tasks

TheWell dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

TheWell

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Short-horizon Rollout Forecasting

TheWell SF

1.46VRMSE

4

Short-horizon Rollout Forecasting

TheWell RB

0.099VRMSE

4

Short-horizon Rollout Forecasting

TheWell HS

0.001VRMSE

4

Short-horizon Rollout Forecasting

TheWell ASM

1.53VRMSE

4

Long-horizon rollout prediction

TheWell AM T=21-60 rollout

1.245VRMSE

4

Long-horizon rollout prediction

TheWell TRL2D [T=21-60] rollout

0.799VRMSE

4

Long-horizon rollout prediction

TheWell SF [T=21-60] rollout

0.081VRMSE

4

Long-horizon rollout prediction

HS (TheWell) [T=21-60] rollout

0.002VRMSE

4

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Popular tasks

Short-horizon rollout prediction (T=[1:20])Short-horizon Rollout Forecasting One-step prediction Long-horizon rollout prediction Autoregressive rollout prediction

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