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Benchmarks
out-degree centrality forecasting on mouse-gastrulation
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0.005
MAE
GCRN-GRU
0.0036
0.01305
0.0225
0.03195
May 27, 2026
MAE
Spearman Correlation
Precision@200
Updated 6d ago
Evaluation Results
Method
Method
Links
MAE
Spearman Correlation
Precision@200
GCRN-GRU
2026.05
0.005
0.499
74.1
ChebNet
2026.05
0.007
0.496
72.9
ROLAND (ChebConv+ GRU)
2026.05
0.02
0.485
71.3
GAT
2026.05
0.036
0.084
19.7
EvolveGCN
2026.05
0.036
0.094
19
Linear
2026.05
0.037
0.009
14
GCN
2026.05
0.037
0.046
15.6
MLP
2026.05
0.04
0.177
22.9
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