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ResearchFormerly WizWand

Graph Regression on ZINC Subset

0.074MAECIN++
0.047040.229020.4110.59298Jun 6, 2023Aug 28, 2023Nov 20, 2023Feb 11, 2024May 5, 2024Jul 27, 2024Oct 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CIN++2023.060.074
CIN2023.060.079
CIN++variant=small2023.060.091
CINvariant=small2023.060.094
GSN2023.060.108
HIMP2023.060.151
DGN2023.060.168
PNA2023.060.188
GIN2023.060.252
GatedGCN2023.060.363
GAT2023.060.463
GCN2023.060.469
FIT-GNNBackbone=GCN, Reduction Ratio=0.32024.100.573
FIT-GNNBackbone=GAT, Reduction Ratio=0.12024.100.574
FIT-GNNBackbone=GAT, Reduction Ratio=0.52024.100.62
FIT-GNNBackbone=GCN, Reduction Ratio=0.12024.100.625
FIT-GNNBackbone=GIN, Reduction Ratio=0.52024.100.631
FIT-GNNBackbone=GIN, Reduction Ratio=0.12024.100.644
FIT-GNNBackbone=GCN, Reduction Ratio=0.52024.100.645
FIT-GNNBackbone=SAGE, Reduction Ratio=0.72024.100.645
FIT-GNNBackbone=GCN, Reduction Ratio=0.72024.100.651
FIT-GNNBackbone=GAT, Reduction Ratio=0.32024.100.652
FIT-GNNBackbone=GAT, Reduction Ratio=0.72024.100.658
FIT-GNNBackbone=GIN, Reduction Ratio=0.32024.100.669
FIT-GNNBackbone=SAGE, Reduction Ratio=0.32024.100.671
SAGEMode=Full, Reduction Ratio=12024.100.685
FIT-GNNBackbone=SAGE, Reduction Ratio=0.52024.100.695
FIT-GNNBackbone=SAGE, Reduction Ratio=0.12024.100.735
GATMode=Full, Reduction Ratio=12024.100.736
GCNMode=Full, Reduction Ratio=12024.100.743
GINMode=Full, Reduction Ratio=12024.100.748