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Molecular Graph Description on MGD

51.53BLEU-4G-Substrate
47.182848.311449.4450.5686Jan 29, 2026

Evaluation results

MethodLinks
G-SubstrateTraining Paradigm=Multi-Task Training2026.0151.5368.47
M-LLamaTraining Paradigm=Task-Specific Training2026.0150.7467.02
Unified multi-taskTraining Paradigm=Multi-Task Training2026.0149.9967.36
Naive multi-task + interleaveTraining Paradigm=Multi-Task Training2026.0148.6364.98
Naive single-taskTraining Paradigm=Task-Specific Training2026.0148.5966.65
Naive multi-taskTraining Paradigm=Multi-Task Training2026.0148.1166.11
Unified single-taskTraining Paradigm=Task-Specific Training2026.0147.3565.64