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ResearchFormerly WizWand

Polymer Property Prediction on GlassTemp

0.864R^2GREA
0.47920.57910.6790.7789Jun 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GREAEncoder=GIN [37]2022.060.86441.2
OOD-GNNEncoder=GIN [37]2022.060.86241.6
GREAEncoder=GCN [12]2022.060.85542.6
OOD-GNNEncoder=GCN [12]2022.060.85243
U-NetsPoolEncoder=GIN [37]2022.060.85242.9
SelfAttnPoolEncoder=GCN [12]2022.060.84843.5
SelfAttnPoolEncoder=GIN [37]2022.060.84843.5
IRMEncoder=GIN [37]2022.060.84244.5
U-NetsPoolEncoder=GCN [12]2022.060.83944.9
IRMEncoder=GCN [12]2022.060.8346.1
StableGNNEncoder=GCN [12]2022.060.80948.8
DIR+RepAugEncoder=GCN [12]2022.060.856.5
StableGNNEncoder=GIN [37]2022.060.79450.8
DIR+RepAugEncoder=GIN [37]2022.060.74456.4
DIREncoder=GCN [12]2022.060.69761.2
GREA-RepAugEncoder=GCN [12]2022.060.68560.6
DIREncoder=GIN [37]2022.060.59471
GREA-RepAugEncoder=GIN [37]2022.060.49479