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ResearchFormerly WizWand

Graph Classification on ogbg-molhiv (val)

86.58AUCGSN
48.786458.598268.4178.2218Oct 25, 2021Mar 15, 2022Aug 3, 2022Dec 23, 2022May 13, 2023Oct 1, 2023Feb 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GSN2023.0886.58
GCN-LLMCORRFramework=LLMCORR2024.0285.4
GIN-LLMCORRFramework=LLMCORR2024.0285.23
PNAVirtual node=false2021.1085.19
PNA2023.0885.19
HIG-LLMCORRFramework=LLMCORR2024.0284.89
GINVirtual node=true2021.1084.79
GIN2023.0884.79
DGNVirtual node=false2021.1084.7
DGN2023.0884.7
GCNFramework=Base Model2024.0284.61
PAS-LLMCORRFramework=LLMCORR2024.0284.22
GINFramework=Base Model2024.0284.06
TAPE-LLMCORRFramework=LLMCORR2024.0284.06
HIGFramework=Base Model2024.0284
GCNVirtual node=true2021.1083.84
TAPEFramework=Base Model2024.0283.64
Nested GINVirtual node=true2021.1083.17
PASFramework=Base Model2024.0282.73
PIN2023.0882.41
PHC-GNNVirtual node=false2021.1082.17
Deep LRPVirtual node=false2021.1082.09
Nested GINVirtual node=true, Ensemble=true2021.1080.8
LM-LLMCORRFramework=LLMCORR2024.0262.53
LMFramework=Base Model2024.0250.24