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ResearchFormerly WizWand

Graph Classification on PTC MR (10-fold cross val)

77.89AccuracyESAN + SSMA
52.628459.186765.74572.3033Apr 18, 2019Jun 26, 2020Sep 4, 2021Nov 13, 2022Jan 22, 2024Apr 1, 2025Jun 10, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ESAN + SSMAaggregation=SSMA2024.0977.89
ESANaggregation=sum, reported=true2024.0969.2
GAT + SSMAaggregation=SSMA2024.0966.41
GATaggregation=sum, reproduced=true2024.0965.53
GraphGPS + SSMAaggregation=SSMA2024.0963.02
FGSDProtocol=10-fold cross-validation2021.1262.8
GCN + SSMAaggregation=SSMA2024.0962.29
PNA + SSMAaggregation=SSMA2024.0962.14
GATv2 + SSMAaggregation=SSMA2024.0961.64
GraphGPSaggregation=sum, reproduced=true2024.0961.41
GIN + SSMAaggregation=SSMA2024.0961.28
k-GNNProtocol=10-fold cross-validation2021.1260.9
GINaggregation=sum, reproduced=true2024.0960.46
GCNaggregation=sum, reproduced=true2024.0959.85
WLSPruns=102019.0459.7
edGNNaggregation=max, runs=102019.0459.4
STRANDClassifier=SVM2026.0658.5
PNAaggregation=sum, reproduced=true2024.0958.41
R-GCNruns=102019.0458.2
CSMruns=102019.0458.1
PSSKClassifier=SVM2026.0657.6
Silh.Classifier=SVM2026.0656.8
GATv2aggregation=sum, reproduced=true2024.0956.47
edGNNaggregation=avg, runs=102019.0456.3
Entr.Classifier=SVM2026.0656.3
PLayClassifier=SVM2026.0656.2
SWKClassifier=SVM2026.0655.7
PIClassifier=SVM2026.0655.3
PLClassifier=SVM2026.0654.7
BCClassifier=SVM2026.0653.6