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Benchmarks
Graph Regression on ZINC-FULL (250k graphs) v1 (test)
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0.022
MAE
CIN
0.01936
0.03718
0.055
0.07282
Jun 23, 2021
Nov 13, 2021
Apr 5, 2022
Aug 26, 2022
Jan 16, 2023
Jun 8, 2023
Oct 29, 2023
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
CIN
Config=All methods
2021.06
0.022
CIN
domain-specific inform...
2022.02
0.022
CIN
# Params=~100k
2023.10
0.022
SSWL+
# Params=387k
2023.10
0.022
I2GNN
2023.10
0.023
MAG-GNN-PRE
# Params=496k
2023.10
0.023
SignNet
domain-agnostic=true
2022.02
0.024
NGNN
# Params=~500k
2023.10
0.029
MAG-GNN
# Params=496k
2023.10
0.03
HIMP
Config=All methods
2021.06
0.036
HIMP
domain-specific inform...
2022.02
0.036
CIN-small
Parameter Budget=100k
2021.06
0.044
CIN-small
domain-specific inform...
2022.02
0.044
RNM
# Params=453k
2023.10
0.062
GIN
Config=All methods
2021.06
0.088
GIN
2023.10
0.088
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