SOTAVerified

Stock Market Prediction

Papers

Showing 2650 of 104 papers

TitleStatusHype
Discovering Bayesian Market Views for Intelligent Asset AllocationCode0
Twitter mood predicts the stock marketCode0
Temporal Relational Ranking for Stock PredictionCode0
Using Deep Learning Neural Networks and Candlestick Chart Representation to Predict Stock MarketCode0
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series DataCode0
DDG-DA: Data Distribution Generation for Predictable Concept Drift AdaptationCode0
HATS: A Hierarchical Graph Attention Network for Stock Movement PredictionCode0
Stock Movement and Volatility Prediction from Tweets, Macroeconomic Factors and Historical PricesCode0
Stock Movement Prediction from Tweets and Historical PricesCode0
Global Stock Market Prediction Based on Stock Chart Images Using Deep Q-NetworkCode0
Sentiment Predictability for StocksCode0
Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid ModelCode0
Predicting the Effects of News Sentiments on the Stock MarketCode0
Event Representation Learning Enhanced with External Commonsense KnowledgeCode0
Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural NetworkCode0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return PredictionCode0
Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionCode0
Enhancing Financial Data Visualization for Investment Decision-Making0
Do Weibo platform experts perform better at predicting stock market?0
Distributed Stochastic Bandit Learning with Delayed Context Observation0
Ascertaining price formation in cryptocurrency markets with DeepLearning0
Distributed Multi-Task Learning for Stochastic Bandits with Context Distribution and Stage-wise Constraints0
HQNN-FSP: A Hybrid Classical-Quantum Neural Network for Regression-Based Financial Stock Market Prediction0
Dialog System Using Real-Time Crowdsourcing and Twitter Large-Scale Corpus0
Higher Order Transformers: Efficient Attention Mechanism for Tensor Structured Data0
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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