Graph-level regression on ZINC full (test)

0.014MAE

TIGT

Updated 4d ago

Evaluation Results

Method	Links
TIGT 2024.02		0.014
GRIT 2023.05		0.023
GRIT 2024.02		0.023
SignNet 2022.02		0.024
SignNet 2023.05		0.024
SignNet 2024.02		0.024
Graphormer-GD 2023.06		0.025
Graphormer-GD 2023.05		0.025
Graphormer 2024.02		0.025
CIN++ 2023.06		0.027
Graphormer + URPE-based Attention 2022.05		0.028
URPE 2023.06		0.028
Graphormer-URPE 2023.05		0.028
Graphormer 2024.02		0.028
NGNN 2023.06		0.029
HIMP 2022.05		0.036
δ-2-GNN 2022.02		0.042
δ-2-GNN 2023.05		0.042
Cy2C-GNNs 2024.02		0.042
CIN-Small 2023.06		0.044
δ-2-LGNN 2022.02		0.045
δ-2-LGNN 2023.05		0.045
Graphormer 2022.05		0.052
Graphormer 2023.06		0.052
Graphormer 2023.05		0.052
Graphormer 2024.02		0.052
GIN 2022.02		0.088
GIN 2022.05		0.088
GIN 2023.06		0.088
GIN 2023.05		0.088
GIN 2024.02		0.088
MoNet 2022.05		0.09
MoNet 2023.06		0.09
MoNet 2023.05		0.09
GAT 2022.05		0.111
GAT 2023.06		0.111
GAT 2023.05		0.111
GAT 2024.02		0.111
GCN 2022.05		0.113
GCN 2023.06		0.113
GCN 2023.05		0.113
GCN 2024.02		0.113
GraphSAGE 2022.05		0.126
GraphSAGE 2023.06		0.126
GraphSAGE 2023.05		0.126