SOTAVerified

Stock Market Prediction

Papers

Showing 6170 of 104 papers

TitleStatusHype
Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction0
A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction0
Aggregating multiple types of complex data in stock market prediction: A model-independent framework0
A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting0
A Machine Learning Model for Stock Market Prediction0
A new approach for trading based on Long Short Term Memory technique0
An Experiment in Integrating Sentiment Features for Tech Stock Prediction in Twitter0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments0
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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