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Neural dynamics forecasting on Synthetic NEST perturbed out-of-distribution
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0.671
MSE
BrainDyn
0.6562
0.7561
0.856
0.9559
May 19, 2026
MSE
MAE
DTW
Updated 14d ago
Evaluation Results
Method
Method
Links
MSE
MAE
DTW
BrainDyn
validation=5-fold cros...
2026.05
0.671
0.625
0.289
ODEBRAIN
validation=5-fold cros...
2026.05
0.702
0.64
0.293
BrainDyn (w/o LSTM)
temporal encoder=remov...
2026.05
0.748
0.666
0.309
BrainDyn (Graph)
structure=standard gra...
2026.05
0.851
0.715
0.351
CNN-LSTM
validation=5-fold cros...
2026.05
0.896
0.719
0.378
RiTINI
validation=5-fold cros...
2026.05
0.904
0.718
0.352
EvolveGCN
validation=5-fold cros...
2026.05
1.029
0.785
0.408
BIOT
validation=5-fold cros...
2026.05
1.041
0.79
0.402
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