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Molecular Property Prediction on ToxCast (test)

68.5ROC-AUC

SUPTsoft

Updated 16d ago

Evaluation Results

Method	Links
SUPTsoft 2024.02		68.5
SUPThard 2024.02		68.4
GPF 2022.09		67.92
GPF-plus 2024.02		67.72
GPF 2024.02		67.68
GPF-plus 2022.09		67.58
SUPTsoft 2024.02		67.02
GIT-Mol 2023.08		66.8
SUPThard 2024.02		66.79
SUPTsoft 2024.02		66.65
GPF-plus 2022.09		66.58
SUPTsoft 2024.02		66.53
GPF-plus 2024.02		66.53
SUPThard 2024.02		66.48
SUPThard 2024.02		66.44
FT 2022.09		66.39
FT 2024.02		66.39
GPF-plus 2022.09		66.35
GPF 2022.09		66.32
FT 2022.09		66.29
FT 2024.02		66.29
GPF 2022.09		66.1
GPF 2024.02		66.09
GPF 2024.02		65.96
GPF-plus 2022.09		65.94
GPF-plus 2024.02		65.83
GPF 2024.02		65.7
GPF-plus 2024.02		65.66
GPF 2022.09		65.65
FT 2022.09		65.34
FT 2024.02		65.34
GIT-Mol 2023.08		65.3
FT 2022.09		65.16
FT 2024.02		65.16
GPPT (w/o ol) 2022.09		64.86
GPPTw/o ol 2024.02		64.86
Mole-BERT 2023.08		64.3
MGSSL (BFS) 2021.10		64.1
MGSSL (DFS) 2021.10		63.8
GCC 2021.10		63.5
SUPTsoft 2024.02		63.42
Grover 2021.10		63.4
MoMu 2023.08		63.4
SUPThard 2024.02		63.35
No pretrain 2021.10		63.3
Attribute masking 2021.10		63.3
GPT-GNN 2021.10		63.1
GraphMVP 2023.08		63.1
GraphCL 2023.08		63
Infomax 2021.10		62.8
GPF-plus 2022.09		62.76
GPF 2022.09		62.7
FT 2022.09		62.54
FT 2024.02		62.54
GIT-Mol 2023.08		62.1
GPF-plus 2024.02		61.47
GPF 2024.02		60.73
GraphPrompt 2022.09		60.54
GraphPrompt 2024.02		60.54
GPPT 2022.09		60.34
GPPT 2024.02		60.34
KV-PLM 2023.08		55