Subject to strong caveats, stable 10-year rollouts are achievable for FourCastNet, SFNO, and ClimaX with multi-step training and moderate capacity, while SFNO is the least sensitive to hyperparameters.
For better readability, the y-axis is cut-off at 0.5 and the number of displayed runs out of 10 is shown on the x-axis
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Exploring Design Choices for Autoregressive Deep Learning Climate Models
Subject to strong caveats, stable 10-year rollouts are achievable for FourCastNet, SFNO, and ClimaX with multi-step training and moderate capacity, while SFNO is the least sensitive to hyperparameters.