SOTAVerified

Stock Market Prediction

Papers

Showing 5175 of 104 papers

TitleStatusHype
Stock Market Prediction from WSJ: Text Mining via Sparse Matrix Factorization0
Stock Market Prediction using Natural Language Processing -- A Survey0
Stock Market Prediction via Deep Learning Techniques: A Survey0
Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading0
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm0
Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction0
Trend-encoded Probabilistic Multi-order Model: A Non-Machine Learning Approach for Enhanced Stock Market Forecasts0
Twitter Geolocation using Knowledge-Based Methods0
U-CNNpred: A Universal CNN-based Predictor for Stock Markets0
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
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions0
Application of Deep Q-Network in Portfolio Management0
Ascertaining price formation in cryptocurrency markets with DeepLearning0
Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure0
Classi-Fly: Inferring Aircraft Categories from Open Data using Machine Learning0
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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