Molecular Graph Description on MGD
51.53BLEU-4G-Substrate
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| G-SubstrateTraining Paradigm=Multi-Task Training2026.01 | 51.53 | 68.47 | |
| M-LLamaTraining Paradigm=Task-Specific Training2026.01 | 50.74 | 67.02 | |
| Unified multi-taskTraining Paradigm=Multi-Task Training2026.01 | 49.99 | 67.36 | |
| Naive multi-task + interleaveTraining Paradigm=Multi-Task Training2026.01 | 48.63 | 64.98 | |
| Naive single-taskTraining Paradigm=Task-Specific Training2026.01 | 48.59 | 66.65 | |
| Naive multi-taskTraining Paradigm=Multi-Task Training2026.01 | 48.11 | 66.11 | |
| Unified single-taskTraining Paradigm=Task-Specific Training2026.01 | 47.35 | 65.64 |