SOTAVerified

Stock Market Prediction

Papers

Showing 2650 of 104 papers

TitleStatusHype
A Comparative Predicting Stock Prices using Heston and Geometric Brownian Motion Models0
Stock Market Prediction via Deep Learning Techniques: A Survey0
LERT: A Linguistically-motivated Pre-trained Language ModelCode2
Stock Market Prediction using Natural Language Processing -- A Survey0
A Modular Framework for Reinforcement Learning Optimal ExecutionCode1
Distributed Stochastic Bandit Learning with Delayed Context Observation0
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
Univariate and Multivariate LSTM Model for Short-Term Stock Market Prediction0
Stock Price Prediction using Sentiment Analysis and Deep Learning for Indian Markets0
PERT: Pre-training BERT with Permuted Language ModelCode2
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
Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine LearningCode1
Trade the Event: Corporate Events Detection for News-Based Event-Driven TradingCode1
A comparative study of Different Machine Learning Regressors For Stock Market Prediction0
Stock price prediction using Generative Adversarial NetworksCode1
SliceNStitch: Continuous CP Decomposition of Sparse Tensor StreamsCode1
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative FinanceCode3
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company CorrelationsCode1
Stock2Vec: A Hybrid Deep Learning Framework for Stock Market Prediction with Representation Learning and Temporal Convolutional Network0
Qlib: An AI-oriented Quantitative Investment PlatformCode4
A Novel Distributed Representation of News (DRNews) for Stock Market Predictions0
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisCode2
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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