SOTAVerified

Stock Market Prediction

Papers

Showing 4150 of 104 papers

TitleStatusHype
Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments0
Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction0
GRUvader: Sentiment-Informed Stock Market Prediction0
FinVision: A Multi-Agent Framework for Stock Market Prediction0
Collective Opinion Target Extraction in Chinese Microblogs0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction0
Improvement of VerbNet-like resources by frame typing0
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction0
CNNPred: CNN-based stock market prediction using several data sources0
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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