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ResearchFormerly WizWand

Graph Regression

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Peptides struct LRGB (test)

0.242MAE

255

Jul 7, 2026

0.017MAE

226

Jun 12, 2026

ZINC 12K (test)

0.058MAE

173

Apr 21, 2026

Peptides-struct

0.239MAE

156

Jun 4, 2026

0.017MAE

144

May 25, 2026

Peptides struct (test)

0.243MAE

100

Jun 26, 2026

OGB-LSC PCQM4M v2 (val)

0.081MAE

81

Feb 26, 2026

0.052MAE

57

May 26, 2026

ZINC Subset (test)

0.061MAE

56

Feb 26, 2026

0.077MSE

49

Feb 26, 2026

Peptides-struct LRGB

0.242MAE

35

Mar 4, 2026

0.074MAE

31

Feb 26, 2026

0.93RMSE

29

May 7, 2026

ZINC 12k graphs v1 (test)

0.07MAE

27

Feb 26, 2026

1.101RMSE

19

May 26, 2026

0.925Property 0 Value

19

Mar 19, 2026

0.78RMSE

18

Apr 30, 2026

0.011MAE

16

Feb 26, 2026

ZINC 500K parameters scale (test)

0.066MAE

16

Feb 26, 2026

ZINC-FULL (250k graphs) v1 (test)

0.022MAE

16

Feb 26, 2026

2.15RMSE

14

Apr 30, 2026

ESOL 5-fold CV (val)

0.533Mean Val RMSE

13

Mar 12, 2026

PCQM4M v2 (val)

0.079MAE

13

Feb 26, 2026

ZINC 250K (test)

0.016MAE

13

Feb 26, 2026

OGBG-MOL Lipophilicity (random)

0.449L2 Loss

12

Feb 26, 2026