S&P500
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | S&P500 (test) | MSE0.008 | 45 | |
| Event-Driven Financial Forecasting | S&P500 latest (test) | MSE3.38 | 39 | |
| Stock price forecasting | S&P500 | IC0.05 | 15 | |
| Time Series Forecasting | S&P500 2020–2024 (overall average) | Correlation (Corr)0.0363 | 8 | |
| Time Series Forecasting | S&P500 2024 | Correlation0.0283 | 8 | |
| Time Series Forecasting | S&P500 2023 | Correlation0.0405 | 8 | |
| Time Series Forecasting | S&P500 2022 | Correlation0.0426 | 8 | |
| Time Series Forecasting | S&P500 2021 | Correlation (Corr)0.0365 | 8 | |
| Time Series Forecasting | S&P500 2020 | Correlation0.0339 | 8 | |
| Volatility forecasting | S&P500 | MAE1.14 | 8 |
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