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Image-to-SMILES translation on PubChem (test)
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0.98
Average Similarity
MolScribe
0.0128
0.2639
0.515
0.7661
Jul 2, 2026
Average Similarity
Accuracy
Validity Rate
Updated 22d ago
Evaluation Results
Method
Method
Links
Average Similarity
Accuracy
Validity Rate
MolScribe
Method Category=Task-s...
2026.07
0.98
66
96.9
Decimer
Method Category=Task-s...
2026.07
0.97
78
99.9
MolSight
Method Category=Molecu...
2026.07
0.97
84
99.7
ChemMLLM-34B
Method Category=Molecu...
2026.07
0.87
56
97.2
ChemMLLM-7B
Method Category=Molecu...
2026.07
0.75
39
97.1
ChemVLM-8B
Method Category=Molecu...
2026.07
0.55
11
85.2
GPT-4o
Method Category=Genera...
2026.07
0.29
1
74.5
InternVL-20B
Method Category=Genera...
2026.07
0.09
0
20.7
Qwen-VL-7B
Method Category=Genera...
2026.07
0.08
0
8.2
LLaVA-7B
Method Category=Genera...
2026.07
0.05
0
11.1
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