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Models/HAN Stock

HAN Stock

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Time Series8 results

  • Stock Market PredictiononAstock
    Accuray· 2017-12-06
    57.35
    best: 75.4 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Market PredictiononAstock
    F1-score· 2017-12-06
    56.61
    best: 75.12 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Market PredictiononAstock
    Precision· 2017-12-06
    58.41
    best: 75.42 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Market PredictiononAstock
    Recall· 2017-12-06
    57.2
    best: 75.23 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Trend PredictiononAstock
    Accuray· 2017-12-06
    57.35
    best: 75.4 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Trend PredictiononAstock
    F1-score· 2017-12-06
    56.61
    best: 75.12 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Trend PredictiononAstock
    Precision· 2017-12-06
    58.41
    best: 75.42 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136
  • Stock Trend PredictiononAstock
    Recall· 2017-12-06
    57.2
    best: 75.23 (SRL&SDPG&Factors)
    SOTA
    Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend PredictionarXiv:1712.02136