| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| S&P 500 (test) | Node Transformer (Proposed Model) | Directional Accuracy (DA)65 | 9 | 1mo ago | |
| S&P 500 (1992-2015) | Accuracy57.8 | 2 | 1mo ago | ||
| S&P 500 (2015-2020) | Informer | Directional Accuracy59.2 | 1 | 1mo ago | |
| S&P 500 (2010-2020) | Accuracy58.1 | 1 | 1mo ago | ||
| S&P 500 (2007-2017) | CNN on Images | Directional Accuracy57.3 | 1 | 1mo ago | |
| S&P 500 (2020-2023) | QML + Architecture Ensemble | Accuracy60.14 | 1 | 1mo ago |
