Skip to content

Rankings Industries Companies Research Blog

Sign in List your company

ResearchFormerly WizWand

Papers Benchmarks Datasets Tasks

Research
Benchmarks
Graph Property Prediction on PCQM4M v2

Graph Property Prediction on PCQM4M v2

465Time/Epoch (s)GraphGPS++

Updated 8mo ago

Evaluation results

Method	Links
GraphGPS++2026.02		465	—

State-of-the-art paper

GraphGPS++

GPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction

Dataset

PCQM4M

Follow for updates

Join SOTA2 Contact

Related benchmarks

Time-series Forecasting on Motor industrial sensor suite (test)Link Prediction on arXiv AstroPh Link Prediction on arXiv-GrQc Link Prediction on Wikipedia Link Prediction on Amazon2M

Building an AI company?

Claim your profile, keep your facts current and see how buyers find you. Rankings are never paid for.

How rankings work List your company

Find AI companies and products for your business problem. Compare solutions and evidence by industry and task.

Explore

Rankings
Industries
Categories
Companies
Top AI companies

Read

Blog
Research
llms.txt

For AI companies

List your company
Claim a profile
Ranking badges

SOTA2 with AI

Claude connector
ChatGPT plugin
Tool reference
Connector privacy
Connector terms

SOTA2

Why SOTA2
How we rank
Contact

© 2026 SOTA2Built in Bellevue, USA