SOTAVerified

Stock Market Prediction

Papers

Showing 2650 of 104 papers

TitleStatusHype
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction0
Trend-encoded Probabilistic Multi-order Model: A Non-Machine Learning Approach for Enhanced Stock Market Forecasts0
Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure0
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series DataCode0
GRUvader: Sentiment-Informed Stock Market Prediction0
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach0
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data0
FinVision: A Multi-Agent Framework for Stock Market Prediction0
A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting0
SARF: Enhancing Stock Market Prediction with Sentiment-Augmented Random Forest0
Machine learning in weekly movement prediction0
Indian Stock Market Prediction using Augmented Financial Intelligence ML0
RAGIC: Risk-Aware Generative Adversarial Model for Stock Interval Construction0
Do Weibo platform experts perform better at predicting stock market?0
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints0
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