SOTAVerified

Stock Market Prediction

Papers

Showing 7180 of 104 papers

TitleStatusHype
Leveraging Financial News for Stock Trend Prediction with Attention-Based Recurrent Neural NetworkCode0
Twitter Geolocation using Knowledge-Based Methods0
CNNPred: CNN-based stock market prediction using several data sources0
Genetic Algorithm-Optimized Long Short-Term Memory Network for Stock Market Prediction0
BERT: Pre-training of Deep Bidirectional Transformers for Language UnderstandingCode3
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network0
Temporal Relational Ranking for Stock PredictionCode0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm0
Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data0
Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid ModelCode0
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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