Graph Regression on ZINC 500K parameters scale (test)
0.066MAEPDF
Evaluation Results
| Method | Links | |
|---|---|---|
| PDFNumber of parameters=500k2023.05 | 0.066 | |
| GPSNumber of parameters=424k2023.05 | 0.07 | |
| GM-MixNumber of parameters=NA2023.05 | 0.075 | |
| KS-SATNumber of parameters=NA2023.05 | 0.094 | |
| GSNNumber of parameters=523k2023.05 | 0.101 | |
| GraphorNumber of parameters=489k2023.05 | 0.122 | |
| SANNumber of parameters=509k2023.05 | 0.139 | |
| PNANumber of parameters=387k2023.05 | 0.142 | |
| MPNNNumber of parameters=481k2023.05 | 0.145 | |
| DGNNumber of parameters=NA2023.05 | 0.168 | |
| GatedGNumber of parameters=505k2023.05 | 0.214 | |
| GTNumber of parameters=NA2023.05 | 0.226 | |
| GCNNumber of parameters=505k2023.05 | 0.367 | |
| GATNumber of parameters=531k2023.05 | 0.384 | |
| GraphSNumber of parameters=505k2023.05 | 0.398 | |
| GINNumber of parameters=510k2023.05 | 0.526 |