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Benchmarks
Text-to-molecule generation on PCDes (test)
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100
Validity
bioT5
94.176
95.688
97.2
98.712
May 28, 2024
Validity
BLEU
Levenshtein Distance
MACCS FTS
RDK FTS
Morgan FTS
Exact Match Ratio
FCD
Updated 4d ago
Evaluation Results
Method
Method
Links
Validity
BLEU
Levenshtein Distance
MACCS FTS
RDK FTS
Morgan FTS
Exact Match Ratio
FCD
bioT5
Family=AR
2024.05
100
75.4
15.658
79.7
72.6
67.7
45.5
0.69
bioT5+
Family=AR
2024.05
99.9
67.7
20.464
74.3
61.5
54.1
26.6
1.09
MolT5large
Family=AR
2024.05
94.4
69.2
18.481
81
74.1
69.9
44
0.7
LDMol
Family=DM
2024.05
94.4
85.7
8.726
88.5
81.7
78
46.4
0.32
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