SOTAVerified

Stock Market Prediction

Papers

Showing 2130 of 104 papers

TitleStatusHype
Improving S&P stock prediction with time series stock similarityCode1
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company CorrelationsCode1
Forecasting directional movements of stock prices for intraday trading using LSTM and random forestsCode1
Sentiment Analysis of Twitter Data for Predicting Stock Market MovementsCode1
Trade the Event: Corporate Events Detection for News-Based Event-Driven TradingCode1
Predicting the Effects of News Sentiments on the Stock MarketCode0
Discovering Bayesian Market Views for Intelligent Asset AllocationCode0
Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural NetworkCode0
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionCode0
DDG-DA: Data Distribution Generation for Predictable Concept Drift AdaptationCode0
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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