DumplingGNN

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Molecular Property PredictiononPCBA
ROC-AUC· 2024-09-23
88.87
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278
Molecular Property PredictiononToxCast
ROC-AUC· 2024-09-23
78.2
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278
Molecular Property PredictiononBBBP
ROC-AUC· 2024-09-23
96.4
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278

Medical3 results

Atomistic DescriptiononPCBA
ROC-AUC· 2024-09-23
88.87
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278
Atomistic DescriptiononToxCast
ROC-AUC· 2024-09-23
78.2
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278
Atomistic DescriptiononBBBP
ROC-AUC· 2024-09-23
96.4
SOTA
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure arXiv:2410.05278