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Benchmarks
Forward Synthesis on Chemical Reaction
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78.7
Exact Match (EM)
SOTA
-3.148
18.101
39.35
60.599
Dec 4, 2025
Exact Match (EM)
FTS (Fingerprint Similarity Score)
Validity Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Exact Match (EM)
FTS (Fingerprint Similarity Score)
Validity Rate
SOTA
Model type=Task Specif...
2025.12
78.7
92.2
100
BioMedGPT-Mol
Model type=Chemistry LLM
2025.12
67.2
88.5
99.8
LlaSMol
Model type=Chemistry LLM
2025.12
63.3
84.9
99.8
Claude3 Opus
Model type=General LLM
2025.12
3.7
45.7
97
Molinst
Model type=Chemistry LLM
2025.12
2.1
31.7
99.8
GPT-4
Model type=General LLM
2025.12
1.6
40.5
87
Galactica
Model type=General LLM
2025.12
0
25.9
83.7
ChemLLM
Model type=Chemistry LLM
2025.12
0
1.6
38.5
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