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Molecular Property Prediction on MoleculeNet BBBP (scaffold)

96.4ROC AUC

DumplingGNN

67.59275.07182.5590.029May 29, 2019Aug 1, 2020Oct 6, 2021Dec 10, 2022Feb 14, 2024Apr 19, 2025Jun 24, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2024.09
96.4
2023.04
90.8
2023.04
90.2
2024.09
87.5
2023.04
85
2023.04
84.8
2024.09
80.5
2023.11
77.8
2026.06
76.6
2023.04
76.2
2023.08
75.5
2026.02
74.4
2023.08
74.2
2023.08
73.9
2023.04
73.6
2023.11
73.1
2023.08
72.9
2023.11
72.9
2023.11
72.9
2024.09
72.9
2023.04
72.8
2026.02
72.8
2026.02
72.5
2024.05
72.5
2024.05
72.5
2026.06
72.5
2023.04
72.4
2023.04
72.4
2023.11
72.4
2023.11
72.4
2024.09
72.4
2024.09
72.4
2024.09
72.2
2026.02
72.1
2024.05
72
2026.06
72
2023.11
71.9
2024.05
71.9
2023.08
71.8
2023.04
71.8
2026.02
71.8
2026.02
71.7
2026.06
71.7
2026.02
71.6
2024.05
71.6
2022.03
71.5
2023.08
71.4
2026.02
71.4
2026.06
71.3
2023.08
71.2
2023.11
71.2
2023.11
71.2
2024.05
71.2
2024.05
71.2
2023.04
71
2024.09
71
2024.05
71
2026.06
71
2026.06
70.9
2023.08
70.8
2023.04
70.8
2023.11
70.8
2023.11
70.8
2026.02
70.8
2024.05
70.8
2023.11
70.7
2023.11
70.7
2023.11
70.6
2023.11
70.5
2023.11
70.5
2026.02
70.5
2024.05
70.4
2024.05
70.4
2024.05
70.2
2023.11
70
2022.03
70
2023.11
69.9
2023.11
69.8
2022.03
69.8
2026.05
69.8
2023.11
69.7
2024.09
69.7
2026.02
69.7
2024.05
69.7
2024.05
69.7
2026.06
69.7
2026.05
69.6
2024.09
69.5
2026.02
69.2
2024.05
69.2
2024.09
69.1
2023.11
69.1
2019.05
68.8
2023.11
68.8
2024.05
68.8
2026.06
68.8
2024.09
68.7
2019.05
68.7
2022.03
68.7
2023.11
68.7
Showing 100 of 158 rows