Graph regression on PCQM4M v2 (val)
0.0792MAEGraphGPT-B48
Evaluation results
| Method | Links | |
|---|---|---|
| GraphGPT-B48Params=453.4M2023.12 | 0.0792 | |
| GraphGPT-B24Params=227.3M2023.12 | 0.0793 | |
| GraphGPT-B12Params=113.6M2023.12 | 0.0807 | |
| GPTrans-LParams=86.0M2023.12 | 0.0809 | |
| GPS++ (no 3D)Params=40.0M2023.12 | 0.0818 | |
| GraphGPT-MParams=37.7M2023.12 | 0.0827 | |
| GPS-DeepParams=138.1M2023.12 | 0.0852 | |
| GraphormerParams=48.3M2023.12 | 0.0864 | |
| TokenGTParams=48.5M2023.12 | 0.091 | |
| GIN-VNParams=6.7M2023.12 | 0.1083 | |
| GCN-VNParams=4.9M2023.12 | 0.1153 | |
| GINParams=3.8M2023.12 | 0.1195 | |
| GCNParams=2.0M2023.12 | 0.1379 |