Bitcoin Price Prediction on Bitcoin
2.028MSEPatchTST
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PatchTSTHorizon=72025.12 | 2.028 | — | — | |
| TESSModel Category=Multimodal Models2026.03 | 2.2726 | 1.112 | 1.5075 | |
| LSTMHorizon=72025.12 | 2.81 | — | — | |
| TimeXer-ExogHorizon=72025.12 | 3.16 | — | — | |
| NewsForecastingModel Category=Multimodal Models2026.03 | 3.2036 | 1.3593 | 1.7898 | |
| PatchTSTModel Category=Traditional Models2026.03 | 3.2456 | 1.3615 | 1.8016 | |
| FEDformerModel Category=Traditional Models2026.03 | 3.2768 | 1.4197 | 1.8102 | |
| TimeLLMModel Category=Multimodal Models2026.03 | 3.4477 | 1.394 | 1.8568 | |
| TimeXerHorizon=212025.12 | 3.585 | — | — | |
| PyraformerModel Category=Traditional Models2026.03 | 3.6377 | 1.3994 | 1.9073 | |
| TimesNetModel Category=Traditional Models2026.03 | 3.8229 | 1.4598 | 1.9552 | |
| ChatTimeModel Category=Multimodal Models2026.03 | 3.9389 | 1.4774 | 1.9846 | |
| TimeXer-ExogHorizon=212025.12 | 4.087 | — | — | |
| TimeXer-ExogHorizon=142025.12 | 4.288 | — | — | |
| NonstationaryModel Category=Traditional Models2026.03 | 4.342 | 1.6003 | 2.0837 | |
| TimeXerHorizon=72025.12 | 4.351 | — | — | |
| TimeMixerModel Category=Traditional Models2026.03 | 4.3725 | 1.6757 | 2.091 | |
| TimeXer-ExogHorizon=352025.12 | 4.58 | — | — | |
| NBEATSHorizon=72025.12 | 4.843 | — | — | |
| TimeXer-ExogHorizon=562025.12 | 5.363 | — | — | |
| TimeXerHorizon=142025.12 | 5.395 | — | — | |
| TimeXer-ExogHorizon=282025.12 | 5.588 | — | — | |
| PatchTSTHorizon=142025.12 | 5.781 | — | — | |
| TimeXer-ExogHorizon=492025.12 | 6.912 | — | — | |
| TimeXerHorizon=282025.12 | 7.333 | — | — | |
| LSTMHorizon=282025.12 | 9.06 | — | — | |
| TimeXerHorizon=352025.12 | 9.447 | — | — | |
| TimeXer-ExogHorizon=702025.12 | 10.814 | — | — | |
| LSTMHorizon=492025.12 | 12.1 | — | — | |
| NBEATSHorizon=142025.12 | 12.181 | — | — | |
| TimeXer-ExogHorizon=632025.12 | 12.363 | — | — | |
| PatchTSTHorizon=212025.12 | 13.263 | — | — | |
| NBEATSHorizon=492025.12 | 14.263 | — | — | |
| NBEATSHorizon=212025.12 | 14.579 | — | — | |
| PatchTSTHorizon=282025.12 | 15.374 | — | — | |
| NBEATSHorizon=282025.12 | 16.923 | — | — | |
| NBEATSHorizon=352025.12 | 17.933 | — | — | |
| TimeXerHorizon=492025.12 | 20 | — | — | |
| LSTMHorizon=142025.12 | 21.284 | — | — | |
| LSTMHorizon=352025.12 | 22.72 | — | — | |
| PatchTSTHorizon=352025.12 | 22.971 | — | — | |
| NBEATSHorizon=562025.12 | 23.399 | — | — | |
| LSTMHorizon=562025.12 | 26.653 | — | — | |
| LSTMHorizon=212025.12 | 26.804 | — | — | |
| LSTMHorizon=702025.12 | 29.12 | — | — | |
| TSMixerModel Category=Traditional Models2026.03 | 29.1934 | 4.1202 | 5.4031 | |
| PatchTSTHorizon=492025.12 | 33.567 | — | — | |
| PatchTSTHorizon=562025.12 | 45.092 | — | — | |
| TimeXerHorizon=562025.12 | 62.699 | — | — | |
| NBEATSHorizon=702025.12 | 77.276 | — | — | |
| NBEATSHorizon=632025.12 | 77.96 | — | — | |
| TimeXerHorizon=632025.12 | 85.436 | — | — | |
| TimeXerHorizon=702025.12 | 101.952 | — | — | |
| PatchTSTHorizon=632025.12 | 128.121 | — | — | |
| PatchTSTHorizon=702025.12 | 147.566 | — | — | |
| ReformerModel Category=Traditional Models2026.03 | 157.8843 | 12.463 | 12.5652 | |
| LSTMHorizon=632025.12 | 318.285 | — | — |