List your company
ResearchFormerly WizWand

Molecular Property Prediction on HIV

79.88ROC AUCGMCL
32.060844.475456.8969.3046May 22, 2022Jan 27, 2023Oct 5, 2023Jun 11, 2024Feb 17, 2025Oct 25, 2025Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
GMCLModel=GMCL2026.0479.88
GraphCLPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0578.5
CHCLModel=CHCL2026.0478.5
GraphCLModel=GraphCL2026.0478.47
AutoGCLModel=AutoGCL2026.0478.35
AD-GCLModel=AD-GCL2026.0478.28
GraphLoGPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0577.8
MolCLRCMPNNModel Type=Graph-based2026.0677.8
MolCLRGINModel Type=Graph-based2026.0677.6
ContextPredPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0577.3
ContextPredModel=ContextPred2026.0477.3
AttrMaskingPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0577.2
GraphMAEPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0577.2
AttrMaskingModel=AttrMasking2026.0477.2
MolCLRGCNModel Type=Graph-based2026.0676.8
JOAOModel=JOAO2026.0476.73
JOAOPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0576.7
EdgePredModel=EdgePred2026.0476.3
InfomaxPre-training dataset=ZINC15, Protocol=Fine-tuning2022.0576
InfomaxModel=Infomax2026.0476
GCNType=Graph-based / Full Supervision2026.0775.7
No-pretrainPre-training dataset=None, Protocol=Supervised2022.0575.4
No PretrainModel=No Pretrain2026.0475.3
GINType=Graph-based / Full Supervision2026.0775.3
GraphormerType=Graph-based / Full Supervision2026.0774.5
Qwen34B-InstStrategy=+MOLE-RAG2026.0673.5
GATType=Graph-based / Full Supervision2026.0772.9
ChemDFM14BStrategy=+MOLE-RAG2026.0669.2
GROVERModel Type=Graph-based2026.0667.5
MolBasicShot=1-shot2026.0766.4
GIMLETType=Pre-training2026.0766.2
MolBasicShot=4-shot2026.0765.9
MolBasicShot=2-shot2026.0765.4
GPT-4oStrategy=+MOLE-RAG2026.0665.1
Mistral7B-InstStrategy=+MOLE-RAG2026.0662.4
GPT-4o-miniStrategy=+MOLE-RAG2026.0661.3
KVPLMType=Pre-training2026.0761.2
GPT-4o-miniStrategy=Baseline2026.0660
MolRAGShot=4-shot2026.0759.5
Llama3.2-3BStrategy=+MOLE-RAG2026.0658.7
MolRAGShot=2-shot2026.0756.8
ChemDFM14BStrategy=Baseline2026.0655.2
MolRAGShot=1-shot2026.0754.3
Qwen34B-InstStrategy=Baseline2026.0653.3
Llama3.2-3BStrategy=Baseline2026.0651.8
MolRAGShot=0-shot2026.0751.4
GPT-4oStrategy=Baseline2026.0650.5
MoMuType=Pre-training2026.0750.3
MolBasicShot=0-shot2026.0749.9
Mistral7B-InstStrategy=Baseline2026.0645.9
Galactica-1.3BType=Pre-training2026.0733.9