SOTAVerified

Stock Market Prediction

Papers

Showing 4150 of 104 papers

TitleStatusHype
Enhancing Financial Data Visualization for Investment Decision-Making0
Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical PricesCode0
Feature selection and regression methods for stock price prediction using technical indicators0
Identifying Trades Using Technical Analysis and ML/DL Models0
A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models0
Stock Market Prediction via Deep Learning Techniques: A Survey0
Stock Market Prediction using Natural Language Processing -- A Survey0
Distributed Stochastic Bandit Learning with Delayed Context Observation0
Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction0
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets0
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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