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Benchmarks
Molecular Captioning on ChEBI-20
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46
BLEU-2
MolSight
2.32
13.66
25
36.34
Jul 2, 2026
BLEU-2
BLEU-4
ROUGE-1
ROUGE-2
ROUGE-L
METEOR
Updated 22d ago
Evaluation Results
Method
Method
Links
BLEU-2
BLEU-4
ROUGE-1
ROUGE-2
ROUGE-L
METEOR
MolSight
Model category=Molecul...
2026.07
46
34
56
39
49
46
ChemMLLM-34B
Model category=Molecul...
2026.07
36
25
51
33
45
45
ChemMLLM-7B
Model category=Molecul...
2026.07
33
21
50
31
43
43
GPT-4o
Model category=General...
2026.07
16
7
28
13
23
22
ChemVLM-8B
Model category=Molecul...
2026.07
15
8
28
13
23
23
Qwen-VL-7B
Model category=General...
2026.07
9
1
32
7
22
19
LLaVA-v1.5-7B
Model category=General...
2026.07
8
0.4
33
8
23
20
InternVL-v1.5-20B
Model category=General...
2026.07
4
0.1
38
7
26
19
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