List your company
ResearchFormerly WizWand

Molecular Property Prediction on SIDER

0.7179ROC AUCChemATP
0.4829640.5439570.604950.665943May 22, 2022Jan 22, 2023Sep 25, 2023May 28, 2024Jan 28, 2025Oct 1, 2025Jun 4, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ChemATP2025.120.7179
UniMol2025.120.659
Uni-MolPre-training status=W. pre-training2026.020.659
LLM4SD2025.120.654
CHCLModel=CHCL2026.040.6428
GraphMVP2025.120.639
DAPrompting Strategy=Direct Answer2025.120.6371
AD-GCLModel=AD-GCL2026.040.6328
CoTPrompting Strategy=Chain-of-Thought2025.120.6279
PretrainGNNPre-training status=W. pre-training2026.020.627
AutoGCLModel=AutoGCL2026.040.6251
GMCLModel=GMCL2026.040.6175
GraphLoGPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.612
AttrMaskingPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.61
AttrMaskingModel=AttrMasking2026.040.61
MolCLRGCNModel Type=Graph-based2026.060.61
ContextPredPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.609
ContextPredModel=ContextPred2026.040.609
MolCLRGINModel Type=Graph-based2026.060.607
Attentive FPPre-training status=W/o. pre-training2026.020.606
GraphCLModel=GraphCL2026.040.6053
GraphCLPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.605
MoMu2025.120.605
EdgePredModel=EdgePred2026.040.604
GraphMAEPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.603
JOAOPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.6
JOAOModel=JOAO2026.040.5997
MolCLRCMPNNModel Type=Graph-based2026.060.597
InfomaxPre-training dataset=ZINC15, Protocol=Fine-tuning2022.050.584
InfomaxModel=Infomax2026.040.584
ChiDeKPre-training status=W/o. pre-training2026.020.583
GROVERModel Type=Graph-based2026.060.582
InstructMol2025.120.578
No PretrainModel=No Pretrain2026.040.573
No-pretrainPre-training dataset=None, Protocol=Supervised2022.050.572
D-MPNNPre-training status=W/o. pre-training2026.020.57
GPT-4oStrategy=+MOLE-RAG2026.060.566
MGCNModel Type=Graph-based2026.060.552
SchNetModel Type=Graph-based2026.060.545
ChemDFM14BStrategy=+MOLE-RAG2026.060.539
GPT-4o-miniStrategy=+MOLE-RAG2026.060.535
Qwen34B-InstStrategy=+MOLE-RAG2026.060.528
GPT-4o-miniStrategy=Baseline2026.060.516
GPT-4oStrategy=Baseline2026.060.516
Qwen34B-InstStrategy=Baseline2026.060.511
Mistral7B-InstStrategy=+MOLE-RAG2026.060.508
Mistral7B-InstStrategy=Baseline2026.060.504
Llama3.2-3BStrategy=+MOLE-RAG2026.060.503
Llama3.2-3BStrategy=Baseline2026.060.499
ChemDFM14BStrategy=Baseline2026.060.492