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ResearchFormerly WizWand

Polymer property prediction on MeltingTemp

0.736R^2GREA
0.269040.390270.51150.63273Jun 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GREAEncoder=GIN [37]2022.060.73658
SelfAttnPoolEncoder=GIN [37]2022.060.72659.2
OOD-GNNEncoder=GIN [37]2022.060.72159.7
GREAEncoder=GCN [12]2022.060.71660.2
OOD-GNNEncoder=GCN [12]2022.060.71460.4
SelfAttnPoolEncoder=GCN [12]2022.060.70961
U-NetsPoolEncoder=GIN [37]2022.060.70361.6
U-NetsPoolEncoder=GCN [12]2022.060.68563.4
IRMEncoder=GIN [37]2022.060.68163.8
GREA-RepAugEncoder=GCN [12]2022.060.67964
IRMEncoder=GCN [12]2022.060.67764.2
GREA-RepAugEncoder=GIN [37]2022.060.6665.2
StableGNNEncoder=GCN [12]2022.060.63570
DIR+RepAugEncoder=GIN [37]2022.060.54276.2
StableGNNEncoder=GIN [37]2022.060.53576.9
DIR+RepAugEncoder=GCN [12]2022.060.5277.8
DIREncoder=GCN [12]2022.060.3887.8
DIREncoder=GIN [37]2022.060.28795.1