Financial Forecasting on NASDAQ-100
2.38ICUnicorn
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UnicornPretrain Data=Financial2026.05 | 2.38 | 2.51 | 9.9 | 5.6 | |
| Unicorn⊖Pretrain Data=None2026.05 | 1.39 | 1.95 | — | — | |
| KronosPretrain Data=Global financial2026.05 | 1.22 | 1.89 | — | — | |
| TimeBridgePretrain Data=Not supported2026.05 | 0.72 | 1.06 | — | — | |
| PatchTST⊖Pretrain Data=None2026.05 | 0.44 | 0.51 | — | — | |
| PatchTSTPretrain Data=Financial2026.05 | 0.39 | 0.44 | -0.5 | -0.7 | |
| TimesFM 2.0Pretrain Data=Time series2026.05 | -0.17 | -0.31 | — | — | |
| iTransformerPretrain Data=Not supported2026.05 | -0.48 | -0.85 | — | — | |
| SOFTSPretrain Data=Financial2026.05 | -1.94 | -1.56 | 3.1 | 5.1 | |
| SOFTS⊖Pretrain Data=None2026.05 | -2.25 | -2.07 | — | — | |
| DLinearPretrain Data=Financial2026.05 | -3.52 | -2.94 | 0.8 | 1.5 | |
| DLinear⊖Pretrain Data=None2026.05 | -3.6 | -3.09 | — | — |