Graph property regression on PCQM4M (val)
0.1151MAEGPTrans-L
Evaluation Results
| Method | Links | |
|---|---|---|
| GPTrans-L#Param=86.0M2023.05 | 0.1151 | |
| GPTrans-B#Param=45.7M2023.05 | 0.1153 | |
| GPTrans-S#Param=13.6M2023.05 | 0.1162 | |
| GPTrans-T#Param=6.6M2023.05 | 0.1179 | |
| Graphormer + GFSA#Params=48.3M2023.12 | 0.1193 | |
| EGT-Medium#Param=47.4M2023.05 | 0.1224 | |
| GRPE-Standard#Param=46.2M2023.05 | 0.1225 | |
| GraphormerV2-L#Param=159.3M2023.05 | 0.1228 | |
| Graphormer-B#Param=47.1M2023.05 | 0.1234 | |
| EGT-Small#Param=11.5M2023.05 | 0.126 | |
| Graphormer-S#Param=12.5M2023.05 | 0.1264 | |
| Graphormer#Params=48.3M2023.12 | 0.1286 | |
| GIN-VN#Param=6.7M2023.05 | 0.1396 | |
| DeeperGCN-VN#Param=25.5M2023.05 | 0.1398 | |
| GT-Wide#Param=83.2M2023.05 | 0.1408 | |
| GINE-VN#Param=13.2M2023.05 | 0.143 | |
| GCN-VN#Param=4.9M2023.05 | 0.151 | |
| GIN#Param=3.8M2023.05 | 0.1536 | |
| GCN#Param=2.0M2023.05 | 0.1684 |