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Benchmarks
Graph property regression on PCQM4M v2 (test-dev)
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0.0821
MAE
GPTrans-L
0.079792
0.095371
0.11095
0.126529
May 19, 2023
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
GPTrans-L
#Param=86.0M
2023.05
0.0821
GPS-Deep
#Param=138.1M
2023.05
0.0862
EGT-Large
#Param=89.3M
2023.05
0.0872
GRPE-Large
#Param=118.3M
2023.05
0.0876
GRPE-Standard
#Param=46.2M
2023.05
0.0898
GIN-VN
#Param=6.7M
2023.05
0.1084
GCN-VN
#Param=4.9M
2023.05
0.1152
GIN
#Param=3.8M
2023.05
0.1218
GCN
#Param=2.0M
2023.05
0.1398
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