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ResearchFormerly WizWand

Graph property regression on PCQM4M (val)

0.1151MAEGPTrans-L
0.1129680.1273590.141750.156141May 19, 2023Jun 21, 2023Jul 25, 2023Aug 28, 2023Sep 30, 2023Nov 3, 2023Dec 7, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GPTrans-L#Param=86.0M2023.050.1151
GPTrans-B#Param=45.7M2023.050.1153
GPTrans-S#Param=13.6M2023.050.1162
GPTrans-T#Param=6.6M2023.050.1179
Graphormer + GFSA#Params=48.3M2023.120.1193
EGT-Medium#Param=47.4M2023.050.1224
GRPE-Standard#Param=46.2M2023.050.1225
GraphormerV2-L#Param=159.3M2023.050.1228
Graphormer-B#Param=47.1M2023.050.1234
EGT-Small#Param=11.5M2023.050.126
Graphormer-S#Param=12.5M2023.050.1264
Graphormer#Params=48.3M2023.120.1286
GIN-VN#Param=6.7M2023.050.1396
DeeperGCN-VN#Param=25.5M2023.050.1398
GT-Wide#Param=83.2M2023.050.1408
GINE-VN#Param=13.2M2023.050.143
GCN-VN#Param=4.9M2023.050.151
GIN#Param=3.8M2023.050.1536
GCN#Param=2.0M2023.050.1684