DynaBench documentation

Date: May 06, 2024 Version: 0.3.1

Download documentation: https://docs.scipy.org/doc/

Useful links: Install | Source Repository | Dataset |

DynaBench (pronounced “Die-Nah-Bench”) is an open-source benchmark dataset for evaluating deep learning models for all sort of task concerning physical spatiotemporal systems.

Getting Started

The Getting Started guide will help you get started with DynaBench. It shows how to download the data use our data iterator.

To the guide

API reference

The reference guide contains a description of the DynaBench components.

To the API reference

Benchmark results

The benchmark results show the performance of different models on the DynaBench dataset.

To the results

Paper

The DynaBench paper has been published in the Joint European Conference on Machine Learning and Knowledge Discovery in Databases 2023. The paper describes the benchmark and the results in detail.

To the paper