SOTAVerified

Stock Market Prediction

Papers

Showing 8190 of 104 papers

TitleStatusHype
Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid ModelCode0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return PredictionCode0
Learning The Sequential Temporal Information with Recurrent Neural Networks0
Stock Movement Prediction from Tweets and Historical PricesCode0
Aggregating multiple types of complex data in stock market prediction: A model-independent framework0
Discovering Bayesian Market Views for Intelligent Asset AllocationCode0
Sentiment Predictability for StocksCode0
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionCode0
Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading0
Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRL&SDPG&FactorsAccuray75.4Unverified
2SDPG&FactorsAccuray73.12Unverified
3SRL&FactorsAccuray69.48Unverified
4Chinese Pert Large (News+Factors)Accuray67.37Unverified
5SRLAccuray66.89Unverified
6Chinese Lert Large (News+Factors)Accuray66.36Unverified
7SRL&SDPGAccuray66.1Unverified
8Chinese Pert Large (News)Accuray65.09Unverified
9Chinese Lert Large (News)Accuray64.37Unverified
10Factos OnlyAccuray63.74Unverified
#ModelMetricClaimedVerifiedStatus
1HOTF10.72Unverified
2MAN-SFF10.61Unverified
3StockNetF10.58Unverified
4Adversarial LSTMF10.57Unverified
5HATSF10.56Unverified
#ModelMetricClaimedVerifiedStatus
1LSTMAverage daily returns0.64Unverified