SOTAVerified

Stock Market Prediction

Papers

Showing 2130 of 104 papers

TitleStatusHype
Hidden Markov Models for Stock Market PredictionCode1
Improving S&P stock prediction with time series stock similarityCode1
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
Sentiment Analysis of Twitter Data for Predicting Stock Market MovementsCode1
Applications of deep learning in stock market prediction: recent progressCode1
Do Weibo platform experts perform better at predicting stock market?0
Distributed Stochastic Bandit Learning with Delayed Context Observation0
Ascertaining price formation in cryptocurrency markets with DeepLearning0
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints0
Application of Deep Q-Network in Portfolio Management0
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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