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Papers Benchmarks Datasets Tasks

Lobster dataset and benchmarks · SOTA2 Research

Research Datasets

Lobster

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Node Classification

Lobster ECHO (test)

95Accuracy

24

Fair Order Matching

LOBSTER NASDAQ

0.85Spread

17

Graph Generation

Lobster (test)

0.11Training Time (s)

6

Graph Generation

Lobster

0.04MMD RBF

6

Graph Generation

Expanded Lobster (test)

99.9Uniqueness

5

Market Regime Identification

LOBSTER BTC/USD 2023 Q1 (test)

86.4Regime Accuracy

4

Volatility Forecasting

BTC/USD (LOBSTER) 2023 Q1 (test)

0.014Volatility

4

Popular tasks

Graph generation Node Classification Volatility Forecasting Market Regime Identification Fair Order Matching

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