SOTAVerified

Stock Market Prediction

Papers

Showing 2130 of 104 papers

TitleStatusHype
Hidden Markov Models for Stock Market PredictionCode1
Market-GAN: Adding Control to Financial Market Data Generation with Semantic ContextCode1
Identifying Trades Using Technical Analysis and ML/DL Models0
A Multifactor Analysis Model for Stock Market PredictionCode1
Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative NetworkCode1
A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models0
Stock Market Prediction via Deep Learning Techniques: A Survey0
LERT: A Linguistically-motivated Pre-trained Language ModelCode2
Stock Market Prediction using Natural Language Processing -- A Survey0
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
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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