SOTAVerified

Stock Market Prediction

Papers

Showing 1120 of 104 papers

TitleStatusHype
Improving S&P stock prediction with time series stock similarityCode1
Applications of deep learning in stock market prediction: recent progressCode1
A Multifactor Analysis Model for Stock Market PredictionCode1
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
Hidden Markov Models for Stock Market PredictionCode1
RoBERTa: A Robustly Optimized BERT Pretraining ApproachCode1
Forecasting directional movements of stock prices for intraday trading using LSTM and random forestsCode1
Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine LearningCode1
Market-GAN: Adding Control to Financial Market Data Generation with Semantic ContextCode1
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company CorrelationsCode1
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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