Molecular Property Prediction on ESOL 1128 graphs (test)
0.594RMSEProtoW-Dot
Evaluation Results
| Method | Links | |
|---|---|---|
| ProtoW-DotContrastive regularization=true, Distance metric=Dot2020.06 | 0.594 | |
| ProtoW-L2Contrastive regularization=true, Distance metric=L22020.06 | 0.605 | |
| ProtoW-DotContrastive regularization=false, Distance metric=Dot2020.06 | 0.608 | |
| ProtoS-L2Contrastive regularization=true, Distance metric=L22020.06 | 0.611 | |
| ProtoW-L2Contrastive regularization=false, Distance metric=L22020.06 | 0.616 | |
| D-MPNNPooling method=summation2020.06 | 0.635 | |
| GATPooling method=summation2020.06 | 0.654 | |
| GINPooling method=summation2020.06 | 0.665 | |
| D-MPNN+TopK PoolPooling method=TopK Pool2020.06 | 0.673 | |
| D-MPNN+SAG PoolPooling method=SAG Pool2020.06 | 0.674 | |
| Fingerprint+MLP2020.06 | 0.922 |