GIT-Mol(G+S)

Reported on 6 benchmarks across 1 task · 1 paper · 1 SOTA

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

Medical6 results

Drug Discoveryonclintox
AUC· 2023-08-14
0.883
best: 0.97 (BiLSTM)
SOTA
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911
Drug DiscoveryonBACE
AUC· 2023-08-14
0.8108
best: 0.878 (TrimNet)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911
Drug DiscoveryonTox21
AUC· 2023-08-14
0.759
best: 0.961 (elEmBERT-V1)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911
Drug DiscoveryonBBBP
AUC· 2023-08-14
0.739
best: 0.92 (ProtoW-L2)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911
Drug DiscoveryonToxCast
AUC· 2023-08-14
0.668
best: 0.777 (TrimNet)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911
Drug DiscoveryonSIDER
AUC· 2023-08-14
0.634
best: 0.778 (elEmBERT-V1)
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text arXiv:2308.06911