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AStock dataset and benchmarks · SOTA2 Research

Research Datasets

AStock

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Stock movement classification

Astock in-distribution 1.0

66.89Accuracy

21

Stock trend prediction

Astock 2020-10-01 to 2020-12-31 (test)

75.4Accuracy

19

Stock Trading Simulation

AStock Out-of-distribution Backtesting (Jan 2021 - Nov 2021)

-15.85Max Drawdown

11

Stock movement classification

AStock out-of-distribution 1.0 (1/1/2021 to 12/11/2021)

64.09Accuracy

4

Popular tasks

Stock movement classification Stock Trading Simulation Stock trend prediction

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