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Benchmarks
Age Prediction on Internal (test)
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4.621
MAE
BNT
4.47444
5.46372
6.453
7.44228
Mar 1, 2026
MAE
PCC
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
PCC
BNT
Type=Supervised
2026.03
4.621
83.79
Transformer
Type=Supervised
2026.03
5.041
80.42
HGCN
Type=Supervised
2026.03
5.892
74.91
BrainGNN
Type=Supervised
2026.03
6.062
73.67
FCN-LLM
Type=Ours, Model Size=7B
2026.03
6.178
76.38
BrainNetCNN
Type=Supervised
2026.03
6.185
76.1
GCN
Type=Supervised
2026.03
6.197
73.13
FCN-LLM
Type=Ours, Model Size=3B
2026.03
6.293
75.81
CINP
Type=Foundation
2026.03
6.941
54.24
BrainMass
Type=Foundation
2026.03
7.084
62.76
BrainNPT
Type=Foundation
2026.03
7.57
57.47
PTGB
Type=Foundation
2026.03
8.285
45.62
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