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Models/RoBERTa WWM Ext (News+Factors)

RoBERTa WWM Ext (News+Factors)

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· 2019-07-26
    62.49
    best: 75.4 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Market PredictiononAstock
    F1-score· 2019-07-26
    62.54
    best: 75.12 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Market PredictiononAstock
    Precision· 2019-07-26
    62.59
    best: 75.42 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Market PredictiononAstock
    Recall· 2019-07-26
    62.51
    best: 75.23 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Trend PredictiononAstock
    Accuray· 2019-07-26
    62.49
    best: 75.4 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Trend PredictiononAstock
    F1-score· 2019-07-26
    62.54
    best: 75.12 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Trend PredictiononAstock
    Precision· 2019-07-26
    62.59
    best: 75.42 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692
  • Stock Trend PredictiononAstock
    Recall· 2019-07-26
    62.51
    best: 75.23 (SRL&SDPG&Factors)
    SOTA
    RoBERTa: A Robustly Optimized BERT Pretraining ApproacharXiv:1907.11692