ResearchBenchmarksHigh-frequency financial forecasting on BTCUSDT Delay 25%, k=5 (test)High-frequency financial forecasting on BTCUSDT Delay 25%, k=5 (test)Follow0.0328MSEReLaMix0.0327320.0331910.033650.034109Mar 21, 2026Evaluation resultsMethodMethodLinksMSEMAER^2ReLaMixType=MixerType=Mixer2026.030.03280.02260.7727TimeMixerType=MixerType=Mixer2026.030.03290.0240.7722LSTMType=RNNType=RNN2026.030.03320.02870.77TimesNetType=CNNType=CNN2026.030.03340.02770.7684PatchTSTType=TransformerType=Transformer2026.030.0340.03430.7644GRUType=RNNType=RNN2026.030.03450.03460.761