SOTAVerified

Stock Trend Prediction

Papers

Showing 110 of 29 papers

TitleStatusHype
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain FrameworkCode3
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing ModelCode2
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark StudyCode1
Trade the Event: Corporate Events Detection for News-Based Event-Driven TradingCode1
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRUCode1
Temporal-Relational Hypergraph Tri-Attention Networks for Stock Trend PredictionCode1
Comparative Analysis of LSTM, GRU, and Transformer Models for Stock Price Prediction0
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction0
Dynamic Inference0
Combining Hybrid Attention Networks and LSTM for Stock Trend Prediction0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BL-GAM-RHN-7Accuracy (H50)0.82Unverified