SOTAVerified

Stock Market Prediction

Papers

Showing 5175 of 104 papers

TitleStatusHype
Machine Learning Models in Stock Market Prediction0
DDG-DA: Data Distribution Generation for Predictable Concept Drift AdaptationCode0
Quantum-Assisted Support Vector Regression0
A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction0
Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network0
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions0
NLP Analytics in Finance with DoRe: A French 250M Tokens Corpus of Corporate Annual Reports0
Deep learning for Stock Market Prediction0
Application of Deep Q-Network in Portfolio Management0
Ascertaining price formation in cryptocurrency markets with DeepLearning0
A new approach for trading based on Long Short Term Memory technique0
U-CNNpred: A Universal CNN-based Predictor for Stock Markets0
Predicting Indian stock market using the psycho-linguistic features of financial news0
Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction0
Event Representation Learning Enhanced with External Commonsense KnowledgeCode0
HATS: A Hierarchical Graph Attention Network for Stock Movement PredictionCode0
Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning0
Machine Learning Construction: implications to cybersecurity0
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-NetworkCode0
Using Deep Learning Neural Networks and Candlestick Chart Representation to Predict Stock MarketCode0
Predicting the Effects of News Sentiments on the Stock MarketCode0
Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural NetworkCode0
Twitter Geolocation using Knowledge-Based Methods0
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