SOTAVerified

Stock Market Prediction

Papers

Showing 4150 of 104 papers

TitleStatusHype
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