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ChEBI-20
Drug Discovery on ChEBI-20
Metric: Levenshtein (higher is better)
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#
Model
↕
Levenshtein
▼
Extra Data
Paper
Date
↕
Code
1
Text+Chem T5 small
28.54
No
Unifying Molecular and Textual Representations v...
2023-01-29
Code
2
Text+Chem T5 base
27.39
No
Unifying Molecular and Textual Representations v...
2023-01-29
Code
3
GIT-Mol-caption
26.315
No
GIT-Mol: A Multi-modal Large Language Model for ...
2023-08-14
Code
4
MolT5-small
25.988
No
Translation between Molecules and Natural Language
2022-04-25
Code
5
MolReGPT (GPT-3.5-turbo)
24.91
No
Empowering Molecule Discovery for Molecule-Capti...
2023-06-11
Code
6
MolT5-base
24.458
No
Translation between Molecules and Natural Language
2022-04-25
Code
7
Text+Chem T5-augm small
21.78
No
Unifying Molecular and Textual Representations v...
2023-01-29
Code
8
MolFM-Small
20.868
No
MolFM: A Multimodal Molecular Foundation Model
2023-06-06
Code
9
MolFM-Base
19.445
No
MolFM: A Multimodal Molecular Foundation Model
2023-06-06
Code
10
MolReGPT (GPT-4-0413)
17.14
No
Empowering Molecule Discovery for Molecule-Capti...
2023-06-11
Code
11
TGM-DLM
17.003
No
Text-Guided Molecule Generation with Diffusion L...
2024-02-20
Code
12
TGM-DLM w/o corr
16.897
No
Text-Guided Molecule Generation with Diffusion L...
2024-02-20
Code
13
Text+Chem T5-augm base
16.87
No
Unifying Molecular and Textual Representations v...
2023-01-29
Code
14
MolT5-Large-HV
16.758
No
Translation between Molecules and Natural Language
2022-04-25
Code
15
MolT5-Large
16.07
No
Translation between Molecules and Natural Language
2022-04-25
Code
16
BioT5
15.097
No
BioT5: Enriching Cross-modal Integration in Biol...
2023-10-11
Code
17
BioT5+
12.776
No
BioT5+: Towards Generalized Biological Understan...
2024-02-27
Code
18
MolReFlect
11.84
No
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19
LDMol
6.75
No
LDMol: Text-to-Molecule Diffusion Model with Str...
2024-05-28
Code