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9.22k
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Text2Mol
57.6
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
BLEU
86.7
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Exact Match
41.3
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Levenshtein
15.097
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
MACCS FTS
88.6
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
RDK FTS
80.1
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Morgan FTS
73.4
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Frechet ChemNet Distance (FCD)
.43
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Validity
100
Text-based de novo Molecule Generation
ChEBI-20
BioT5
https://arxiv.org/abs/2310.07276v3
Parameter Count
252000000
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Text2Mol
59.3
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
BLEU
85.7
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Exact Match
28.0
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Levenshtein
17.14
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
MACCS FTS
90.3
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
RDK FTS
80.5
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Morgan FTS
73.9
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Frechet ChemNet Distance (FCD)
0.41
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Validity
89.9
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-4-0413)
https://arxiv.org/abs/2306.06615v2
Parameter Count
null
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Text2Mol
55.4
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
BLEU
85.4
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Exact Match
30.2
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Levenshtein
16.07
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
MACCS FTS
83.4
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
RDK FTS
74.6
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Morgan FTS
68.4
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Frechet ChemNet Distance (FCD)
1.20
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Validity
90.5
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large
https://arxiv.org/abs/2204.11817v3
Parameter Count
770000000
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
BLEU
85.3
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Exact Match
32.2
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Levenshtein
16.87
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
MACCS FTS
90.1
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
RDK FTS
81.6
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Morgan FTS
75.7
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Frechet ChemNet Distance (FCD)
.05
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Validity
94.3
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm base
https://arxiv.org/abs/2301.12586v2
Parameter Count
220000000
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Text2Mol
58.9
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
BLEU
82.8
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Exact Match
24.2
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Levenshtein
16.897
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
MACCS FTS
87.4
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
RDK FTS
77.1
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Morgan FTS
72.2
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Frechet ChemNet Distance (FCD)
0.89
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Validity
78.9
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM w/o corr
https://arxiv.org/abs/2402.13040v1
Parameter Count
180000000
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Text2Mol
58.1
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
BLEU
82.6
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Exact Match
24.2
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Levenshtein
17.003
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
MACCS FTS
85.4
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
RDK FTS
73.9
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Morgan FTS
68.8
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Frechet ChemNet Distance (FCD)
0.77
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Validity
87.1
Text-based de novo Molecule Generation
ChEBI-20
TGM-DLM
https://arxiv.org/abs/2402.13040v1
Parameter Count
180000000
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Text2Mol
58.3
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
BLEU
82.2
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Exact Match
21.0
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Levenshtein
19.445
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
MACCS FTS
85.4
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
RDK FTS
69.7
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Morgan FTS
75.8
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Validity
89.2
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Base
https://arxiv.org/abs/2307.09484v2
Parameter Count
296200000
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
BLEU
81.5
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Exact Match
19.1
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Levenshtein
21.78
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
MACCS FTS
86.4
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
RDK FTS
74.4
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Morgan FTS
67.2
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Frechet ChemNet Distance (FCD)
0.06
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Validity
95.1
Text-based de novo Molecule Generation
ChEBI-20
Text+Chem T5-augm small
https://arxiv.org/abs/2301.12586v2
Parameter Count
60000000
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Text2Mol
59.0
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
BLEU
81.0
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Exact Match
31.4
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Levenshtein
16.758
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
MACCS FTS
87.2
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
RDK FTS
78.6
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Morgan FTS
72.2
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Frechet ChemNet Distance (FCD)
0.44
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Validity
99.6
Text-based de novo Molecule Generation
ChEBI-20
MolT5-Large-HV
https://arxiv.org/abs/2204.11817v3
Parameter Count
770000000
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Text2Mol
57.3
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
BLEU
80.3
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Exact Match
16.9
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Levenshtein
20.868
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
MACCS FTS
83.4
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
RDK FTS
66.2
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Morgan FTS
72.1
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Validity
85.9
Text-based de novo Molecule Generation
ChEBI-20
MolFM-Small
https://arxiv.org/abs/2307.09484v2
Parameter Count
13620000
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Text2Mol
57.1
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
BLEU
79.0
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Exact Match
13.9
Text-based de novo Molecule Generation
ChEBI-20
MolReGPT (GPT-3.5-turbo)
https://arxiv.org/abs/2306.06615v2
Levenshtein
24.91