fMRI time series forecasting on HCP-rs-fMRI Shen functional atlas (test) benchmark leaderboard · SOTA2 Research

fMRI time series forecasting on HCP-rs-fMRI Shen functional atlas (test)

0.38MSEBrainCast

Evaluation Results

Method	Links
BrainCast2026.03		0.38	0.461	0.665	0.438
PatchTST2026.03		0.394	0.473	0.635	0.402
iTransformer2026.03		0.398	0.478	0.631	0.397
Amplifier2026.03		0.407	0.481	0.627	0.39
CrossFormer2026.03		0.417	0.488	0.628	0.396
DLinear2026.03		0.529	0.562	0.446	0.199
FourierGNN2026.03		0.562	0.58	0.432	0.187
RNN2026.03		0.592	0.597	0.379	0.143
LSTM2026.03		0.602	0.601	0.355	0.12