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Papers Benchmarks Datasets Tasks

Graph property prediction research benchmarks – Page 2 · SOTA2 Research

Graph property prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Chem and Bio 50-Shot 45 datasets

3.73Performance Gain

5

May 18, 2026

Chem and Bio Full-shot 45 datasets

2.05Performance Gain

5

May 18, 2026

Peptides struct

Performer + GRF++

64.33Performance Score

3

Jun 26, 2026

Performer + GRF++

26.61Performance Score

3

Jun 26, 2026

318Time/Epoch (s)

1

Feb 26, 2026

465Time/Epoch (s)

1

Feb 26, 2026

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Popular datasets

ogbg-code PCQM4M ZINC ogbg-molpcba ogb-molppa

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