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Papers Benchmarks Datasets Tasks

LOB dataset and benchmarks · SOTA2 Research

Research Datasets

LOB

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Move Prediction

LOB-P

59.73E[Acc]

19

Time-series forecasting

LOB

0.116RMSE

17

System-level data generation

LOB

1.242Marginal

17

Inference Scheduling for Limit Order Book Prediction

LOB FI-2010 Binance local (test)

99.8Accuracy

8

Next-move prediction

LOB-P

79.98Acc@1

8

Popular tasks

Time Series Forecasting Move prediction Next-move prediction System-level data generation Inference Scheduling for Limit Order Book Prediction

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