Stock Market Prediction
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SRL&SDPG&Factors | Accuray | 75.4 | — | Unverified |
| 2 | SDPG&Factors | Accuray | 73.12 | — | Unverified |
| 3 | SRL&Factors | Accuray | 69.48 | — | Unverified |
| 4 | Chinese Pert Large (News+Factors) | Accuray | 67.37 | — | Unverified |
| 5 | SRL | Accuray | 66.89 | — | Unverified |
| 6 | Chinese Lert Large (News+Factors) | Accuray | 66.36 | — | Unverified |
| 7 | SRL&SDPG | Accuray | 66.1 | — | Unverified |
| 8 | Chinese Pert Large (News) | Accuray | 65.09 | — | Unverified |
| 9 | Chinese Lert Large (News) | Accuray | 64.37 | — | Unverified |
| 10 | Factos Only | Accuray | 63.74 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | HOT | F1 | 0.72 | — | Unverified |
| 2 | MAN-SF | F1 | 0.61 | — | Unverified |
| 3 | StockNet | F1 | 0.58 | — | Unverified |
| 4 | Adversarial LSTM | F1 | 0.57 | — | Unverified |
| 5 | HATS | F1 | 0.56 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LSTM | Average daily returns | 0.64 | — | Unverified |