Molecular Property Prediction on MUV (test)

84.48ROC-AUC

GPF-plus

Updated 4d ago

Evaluation Results

Method	Links
GPF-plus 2022.09		84.48
GPF 2022.09		84.34
GPF-plus 2022.09		83.13
GPF 2022.09		82.86
FT 2022.09		82.36
GPF 2022.09		82.17
GPPT (w/o ol) 2022.09		82.06
Hierarchical Inter-Message Passing 2020.06		81.8
FT 2022.09		81.78
FT 2022.09		81.42
GPF-plus 2022.09		81.33
GPF-plus 2022.09		81.12
MoleBERT+GFSE 2025.04		80.5
GPF 2022.09		80.43
MoleBERT+RWSE 2025.04		80.4
NGF 2020.06		79.8
SSP 2025.04		79.8
FT 2022.09		79.67
GIN-E 2020.06		79.57
MGSSL (DFS) 2021.10		79.5
RP-NGF 2020.06		79.4
MGSSL (BFS) 2021.10		78.8
MoleBERT 2025.04		78.6
GraphMAE+GFSE 2025.04		78.1
Attribute masking 2021.10		77.9
Grover 2021.10		77.8
GINE+GFSE 2025.04		77.7
GraphMAE+RWSE 2025.04		77.7
GPT-GNN 2021.10		77
GINE+LapPE 2025.04		77
Infomax 2021.10		76.5
GINE+RWSE 2025.04		76.4
GraphMAE 2025.04		76.3
GraphLoG 2025.04		76
GINE+GPSE 2025.04		75.8
GCC 2021.10		75.5
No pretrain 2021.10		75.4
GINE 2025.04		74.8
GraphCL 2025.04		74.5
GPS+GFSE 2025.04		73.6
GPF-plus 2022.09		72.94
GPS+LapPE 2025.04		70.1
GPF 2022.09		70.09
FT 2022.09		69.78
GPS+RWSE 2025.04		69.7
GPS+GPSE 2025.04		68.3
GPS 2025.04		68
GPPT 2022.09		63.05
GraphPrompt 2022.09		62.35