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Papers Benchmarks Datasets Tasks

Graph Regression research benchmarks – Page 3 · SOTA2 Research

Graph Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BA-Motif-Volume SingleMotif (test)

99.7AUC-ROC

6

Jun 5, 2026

LRGB Peptides-struct (train)

0.731R2 Score

6

Feb 26, 2026

0.02MAE

5

May 26, 2026

PCQM4M v2 (train)

Graphormer + GFSA

0.025MAE

5

Feb 26, 2026

ZINC GNNBenchmark (test)

0.096MAE

5

Feb 26, 2026

TpuGraphs (test)

0.892OPA

4

Feb 26, 2026

TpuGraphs (train)

0.874OPA

4

Feb 26, 2026

Graphormer + GFSA

0.031MAE

2

Feb 26, 2026

Page 3 of 3

Popular datasets

ZINC PCQM4M Peptides QM8 Peptides-struct

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