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Graph Regression on ZINC (test)

0.017MAE

ESA

Updated 4d ago

Evaluation Results

Method	Links
ESA 2024.02		0.017
GPS 2024.02		0.024
ESA 2024.02		0.027
Graphormer 2024.02		0.036
TokenGT 2024.02		0.047
NeuralWalker 2024.06		0.053
STGT 2026.02		0.055
PNA 2024.02		0.057
GRIT 2024.01		0.059
GRIT 2023.08		0.059
GRIT 2023.08		0.059
GRIT 2024.04		0.059
CKGCN 2024.04		0.059
GRIT 2024.06		0.059
GRIT 2026.02		0.059
GraphGPS 2023.08		0.062
GNNPlus 2026.02		0.065
Specformer 2023.08		0.066
Specformer 2024.04		0.066
Specformer 2026.02		0.066
GIN 2024.02		0.068
Spec-GN 2021.12		0.0698
GPS 2022.05		0.07
GPS 2024.01		0.07
GraphGPS 2023.08		0.07
GPS 2024.04		0.07
GPS 2024.06		0.07
GraphGPS 2026.02		0.07
Norm-GN 2021.12		0.0709
Cluster-GT 2026.02		0.071
Graph ViT/MLP-Mixer 2023.08		0.073
Graph ViT 2026.02		0.073
EIGENFORMER 2024.01		0.077
GAT 2024.02		0.078
CIN 2022.05		0.079
CIN 2024.01		0.079
CIN 2023.08		0.079
CIN 2024.04		0.079
GATv2 2024.02		0.079
GIN-AK+ 2022.05		0.08
GIN-AK+ 2024.01		0.08
GIN-AK+ 2023.08		0.08
GIN-AK+ 2024.04		0.08
Graphormer-GD 2024.01		0.081
Graphormer-GD 2023.08		0.081
Graphormer-GD 2024.04		0.081
SAT 2023.08		0.084
CRaWl 2022.05		0.085
CRaW1 2024.01		0.085
CRaW1 2024.04		0.085
CRaWL 2024.06		0.085
Graphormer-URPE 2024.01		0.086
Graphormer-URPE 2024.04		0.086
EIGENFORMER (feat.) 2024.01		0.089
SAT 2024.06		0.089
GatedGCN-LSPE 2021.10		0.09
GatedGCN-LSPE 2022.05		0.09
GatedGCN-LSPE 2024.01		0.09
GatedGCN-LSPE 2024.04		0.09
K-Subgraph SAT 2022.05		0.094
K-Subgraph SAT 2024.01		0.094
SAT 2023.08		0.094
K-Subgraph SAT 2024.04		0.094
ESAN + SSMA 2024.09		0.096
GSN 2021.12		0.101
GSN 2022.05		0.101
PNA 2023.10		0.101
GSN 2024.01		0.101
GSN 2024.04		0.101
ESAN 2024.09		0.102
PNA 2023.10		0.105
EGT 2022.05		0.108
EGT 2024.01		0.108
EGT 2023.08		0.108
EGT 2024.04		0.108
EGT 2026.02		0.108
GatedGCN 2023.10		0.12
GatedGCN 2023.10		0.121
GraphormerSLIM 2021.06		0.122
Graphormer 2021.10		0.122
Graphormer 2021.12		0.122
Graphormer 2022.05		0.122
Graphormer 2024.01		0.122
Graphormer 2024.04		0.122
Graphormer 2024.06		0.122
Graphormer 2026.02		0.122
PNA 2023.10		0.132
ARGNP (16) 2022.05		0.136
SAN 2021.06		0.139
SAN 2021.10		0.139
SAN 2021.12		0.139
SAN 2022.05		0.139
SAN 2024.01		0.139
SAN 2023.08		0.139
SAN 2024.04		0.139
SAN 2026.02		0.139
PNA 2023.10		0.141
PNA 2021.06		0.142
PNA 2021.12		0.142
MPNN (sum) 2021.06		0.145

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