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SotA/Graphs/Graph Regression

Graph Regression

33 benchmarks145 papers

The regression task is similar to graph classification but using different loss function and performance metric.

Benchmarks

Graph Regression on ZINC-500k

Graph Regression on ZINC

Graph Regression on PCQM4Mv2-LSC

Validation MAE Test MAE

Graph Regression on Lipophilicity

RMSE RMSE@80%Train R2

Graph Regression on PCQM4M-LSC

Validation MAE Test MAE

Graph Regression on Peptides-struct

Graph Regression on ZINC 100k

Graph Regression on Tox21

Graph Regression on ZINC-full

Graph Regression on ESOL

Graph Regression on Lipophilicity

Graph Regression on QM9

Inference Time (ms)

Graph Regression on QM9: UATOM

Graph Regression on QM9: ZPVE

Graph Regression on QM9: del e

Graph Regression on QM9: mu

Graph Regression on ZINC 10k

Inference Time (ms)MAE

Graph Regression on ESR2

Graph Regression on F2

Graph Regression on GlassTemp

Graph Regression on KIT

Graph Regression on PARP1

Graph Regression on PGR