fMRI Time Series Forecasting on HCP-t-fMRI Shen functional atlas (test) benchmark leaderboard · SOTA2 Research

fMRI Time Series Forecasting on HCP-t-fMRI Shen functional atlas (test)

0.435MSEBrainCast

Evaluation Results

Method	Links
BrainCast2026.03		0.435	0.484	0.595	0.351
Amplifier2026.03		0.46	0.514	0.582	0.333
CrossFormer2026.03		0.48	0.496	0.589	0.347
PatchTST2026.03		0.485	0.501	0.586	0.341
iTransformer2026.03		0.488	0.501	0.583	0.338
DLinear2026.03		0.633	0.587	0.376	0.142
RNN2026.03		0.663	0.602	0.32	0.101
LSTM2026.03		0.681	0.609	0.292	0.076
FourierGNN2026.03		0.705	0.621	0.208	0.043