Futures Trading on DOT Crypto Market
220.44TR (%)MHFT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MHFTModel Type=Hierarchical RL2025.12 | 220.44 | 3.48 | 10.47 | 65.02 | 5.1 | 32.44 | |
| EHFTModel Type=Hierarchical RL2025.12 | 89 | 1.95 | 4.09 | 19.78 | 6.28 | 57.18 | |
| MACDModel Type=Rule-based2025.12 | 26.07 | 1.1 | 2.72 | 6.24 | 7.74 | 60.01 | |
| FineFTModel Type=Proposed Method2025.12 | 18.39 | 1.08 | 2.5 | 14.46 | 2.64 | 21.87 | |
| RAQRModel Type=Distributional RL2025.12 | -4.45 | -4.47 | -1.76 | -45.61 | 0.1 | 4.72 | |
| SUNRISEModel Type=Ensemble RL2025.12 | -59.18 | -1.02 | -1.84 | -12.51 | 6.94 | 73.6 | |
| DQNModel Type=Value-based RL2025.12 | -64.89 | -1.35 | -2.4 | -13.66 | 6.84 | 73.42 | |
| DRAModel Type=Policy-based RL2025.12 | -65.15 | -1.63 | -2.63 | -15.21 | 6.2 | 73.36 | |
| PPOModel Type=Policy-based RL2025.12 | -65.65 | -1.63 | -2.64 | -15.18 | 6.27 | 73.8 | |
| EDQNModel Type=Ensemble RL2025.12 | -65.65 | -1.63 | -2.64 | -15.18 | 6.27 | 73.8 | |
| IVModel Type=Rule-based2025.12 | -66.24 | -1.67 | -2.7 | -15.32 | 6.26 | 73.8 | |
| CRPModel Type=Value-based RL2025.12 | -73.13 | -4.12 | -4.09 | -27.08 | 3.93 | 75.58 | |
| WINOWModel Type=Hierarchical RL2025.12 | -81.86 | -4.17 | -4.63 | -26.72 | 4.85 | 83.35 |