TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Text2Mol
|
55.4
|
# 11
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
BLEU
|
85.4
|
# 4
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Exact Match
|
30.2
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Levenshtein
|
16.07
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
MACCS FTS
|
83.4
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
RDK FTS
|
74.6
|
# 9
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Morgan FTS
|
68.4
|
# 11
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Frechet ChemNet Distance (FCD)
|
1.20
|
# 13
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Validity
|
90.5
|
# 8
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large
|
Parameter Count
|
770000000
|
# 17
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
BLEU-2
|
51.9
|
# 19
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
BLEU-4
|
43.6
|
# 19
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
ROUGE-1
|
62.0
|
# 15
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
ROUGE-2
|
46.9
|
# 15
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
ROUGE-L
|
56.3
|
# 14
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
METEOR
|
55.1
|
# 19
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Small
|
Text2Mol
|
54.0
|
# 12
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
BLEU-2
|
54.0
|
# 17
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
BLEU-4
|
45.7
|
# 16
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
ROUGE-1
|
63.4
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
ROUGE-2
|
48.5
|
# 12
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
ROUGE-L
|
57.8
|
# 12
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
METEOR
|
56.9
|
# 16
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Base
|
Text2Mol
|
54.7
|
# 11
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Text2Mol
|
59.0
|
# 2
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
BLEU
|
81.0
|
# 10
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Exact Match
|
31.4
|
# 4
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Levenshtein
|
16.758
|
# 13
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
MACCS FTS
|
87.2
|
# 7
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
RDK FTS
|
78.6
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Morgan FTS
|
72.2
|
# 6
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Frechet ChemNet Distance (FCD)
|
0.44
|
# 8
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Validity
|
99.6
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-Large-HV
|
Parameter Count
|
770000000
|
# 17
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Text2Mol
|
48.2
|
# 13
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
BLEU
|
75.5
|
# 15
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Exact Match
|
7.9
|
# 17
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Levenshtein
|
25.988
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
MACCS FTS
|
70.3
|
# 18
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
RDK FTS
|
56.8
|
# 18
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Morgan FTS
|
51.7
|
# 18
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Frechet ChemNet Distance (FCD)
|
2.49
|
# 15
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Validity
|
72.1
|
# 18
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-small
|
Parameter Count
|
60000000
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Text2Mol
|
49.6
|
# 12
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
BLEU
|
76.9
|
# 13
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Exact Match
|
8.1
|
# 16
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Levenshtein
|
24.458
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
MACCS FTS
|
72.1
|
# 17
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
RDK FTS
|
58.8
|
# 16
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Morgan FTS
|
52.9
|
# 16
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Frechet ChemNet Distance (FCD)
|
2.18
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Validity
|
77.2
|
# 17
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
MolT5-base
|
Parameter Count
|
220000000
|
# 10
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
BLEU-2
|
59.4
|
# 8
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
BLEU-4
|
50.8
|
# 8
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
ROUGE-1
|
65.4
|
# 7
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
ROUGE-2
|
51.0
|
# 8
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
ROUGE-L
|
59.4
|
# 7
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
METEOR
|
61.4
|
# 8
|
|
Molecule Captioning
|
ChEBI-20
|
MolT5-Large
|
Text2Mol
|
58.2
|
# 4
|
|