TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
BLEU-2
|
62.5
|
# 3
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
BLEU-4
|
54.2
|
# 3
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
ROUGE-1
|
68.2
|
# 3
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
ROUGE-2
|
54.3
|
# 3
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
ROUGE-L
|
62.2
|
# 3
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Base
|
METEOR
|
64.8
|
# 4
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
BLEU-2
|
58
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
BLEU-4
|
49
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
ROUGE-1
|
64.7
|
# 9
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
ROUGE-2
|
49.8
|
# 10
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
ROUGE-L
|
58.6
|
# 9
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Base
|
METEOR
|
60.4
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
BLEU-2
|
56.0
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
BLEU-4
|
47.0
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
ROUGE-1
|
63.8
|
# 10
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
ROUGE-2
|
48.8
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
ROUGE-L
|
58
|
# 11
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-augm-Small
|
METEOR
|
58.8
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
BLEU-2
|
55.3
|
# 14
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
BLEU-4
|
46.2
|
# 14
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
ROUGE-1
|
63.3
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
ROUGE-2
|
48.1
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
ROUGE-L
|
57.4
|
# 13
|
|
Molecule Captioning
|
ChEBI-20
|
Text+Chem T5-Small
|
METEOR
|
58.3
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
BLEU
|
85.3
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Exact Match
|
32.2
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Levenshtein
|
16.87
|
# 12
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
MACCS FTS
|
90.1
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
RDK FTS
|
81.6
|
# 2
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Morgan FTS
|
75.7
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Frechet ChemNet Distance (FCD)
|
.05
|
# 1
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Validity
|
94.3
|
# 6
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm base
|
Parameter Count
|
220000000
|
# 10
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
BLEU
|
75
|
# 16
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Exact Match
|
21.2
|
# 10
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Levenshtein
|
27.39
|
# 2
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
MACCS FTS
|
87.4
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
RDK FTS
|
76.7
|
# 7
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Morgan FTS
|
69.7
|
# 9
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Frechet ChemNet Distance (FCD)
|
0.061
|
# 3
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Validity
|
79.2
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 base
|
Parameter Count
|
220000000
|
# 10
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
BLEU
|
81.5
|
# 9
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Exact Match
|
19.1
|
# 12
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Levenshtein
|
21.78
|
# 6
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
MACCS FTS
|
86.4
|
# 8
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
RDK FTS
|
74.4
|
# 10
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Morgan FTS
|
67.2
|
# 12
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Frechet ChemNet Distance (FCD)
|
0.06
|
# 2
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Validity
|
95.1
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5-augm small
|
Parameter Count
|
60000000
|
# 5
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
BLEU
|
73.9
|
# 17
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Exact Match
|
15.7
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Levenshtein
|
28.54
|
# 1
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
MACCS FTS
|
85.9
|
# 9
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
RDK FTS
|
73.6
|
# 12
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Morgan FTS
|
66
|
# 14
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Frechet ChemNet Distance (FCD)
|
0.066
|
# 4
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Validity
|
77.6
|
# 16
|
|
Text-based de novo Molecule Generation
|
ChEBI-20
|
Text+Chem T5 small
|
Parameter Count
|
60000000
|
# 5
|
|