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Papers Benchmarks Datasets Tasks

Rayleigh-Bénard dataset and benchmarks · SOTA2 Research

Research Datasets

Rayleigh-Bénard

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Next-step prediction

Rayleigh-Bénard (test)

0.025VRMSE

19

PDE System Rollout Forecasting

Rayleigh–Bénard

0.779VRMSE (Rollout 01:32)

14

Rayleigh–Bénard

0.109Spectral Coherence RMSE

11

Spectral Coherence Estimation

Rayleigh–Bénard

0.143Low Spectral Coherence RMSE

11

Autoregressive Rollout

Rayleigh–Bénard

0.003CRPS (Rollout 01:32)

11

Rayleigh–Bénard

0.054CRPS (Ra=10^6)

11

10-step rollout prediction

Rayleigh-Bénard (test)

0.13710-step Rollout VRMSE

6

10-step rollout prediction

Rayleigh-Bénard

0.14VRMSE

6

Popular tasks

10-step rollout prediction PDE Emulation Next step prediction Autoregressive rollout PDE System Rollout Forecasting

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