Stock Price Forecasting on S&P500
0.05ICHermes
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HermesModel Category=HGNN2025.09 | 0.05 | 0.334 | 2.247 | |
| DUETModel Category=Transformer2025.09 | 0.049 | 0.275 | 1.982 | |
| iTransformerModel Category=Transformer2025.09 | 0.048 | 0.242 | 1.326 | |
| ASHyperModel Category=HGNN2025.09 | 0.046 | 0.268 | 2.148 | |
| PatchTSTModel Category=Transformer2025.09 | 0.046 | 0.249 | 1.402 | |
| DLinearModel Category=MLP2025.09 | 0.043 | 0.214 | 1.557 | |
| StockMixerModel Category=MLP2025.09 | 0.041 | 0.262 | 1.586 | |
| TimeMixerModel Category=MLP2025.09 | 0.04 | 0.253 | 2.17 | |
| STHAN-SRModel Category=HGNN2025.09 | 0.037 | 0.227 | 1.533 | |
| ESTIMATEModel Category=HGNN2025.09 | 0.035 | 0.241 | 1.547 | |
| GATModel Category=GNN2025.09 | 0.034 | 0.191 | 1.484 | |
| RSR-IModel Category=GNN2025.09 | 0.033 | 0.2 | 1.437 | |
| LSTMModel Category=RNN2025.09 | 0.031 | 0.186 | 1.332 | |
| ALSTMModel Category=RNN2025.09 | 0.029 | 0.181 | 1.298 | |
| RGCNModel Category=GNN2025.09 | 0.028 | 0.175 | 1.359 |