Maritime Dialogue Generation on Maritime Distress Dataset
99.8Format AccuracyLoRA Adapter (compliance-aware Self-Instruct)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Collision2026.02 | 99.8 | 91.2 | 54.8 | 90 | 92 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Disabled, Adrift2026.02 | 99.8 | 92.8 | 61.2 | 80 | 93 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Undesignated Distress2026.02 | 99.6 | 90.2 | 43.4 | 82 | 91 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Flooding2026.02 | 98.8 | 91.8 | 40.5 | 80 | 89 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Grounding2026.02 | 98.6 | 97.1 | 42.1 | 70 | 83 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Average2026.02 | 98.6 | 94.7 | 47.6 | 83 | 87 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Person Overboard2026.02 | 98.4 | 95 | 52.6 | 82 | 90 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Sinking2026.02 | 98.3 | 92.3 | 52.1 | 92 | 86 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Armed Attack, Piracy2026.02 | 98.1 | 92.5 | 53.3 | 84 | 89 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=Fire, Explosion2026.02 | 97.8 | 96.2 | 44.3 | 78 | 86 | |
| LoRA Adapter (compliance-aware Self-Instruct)Disaster Category=List, Danger of Capsizing2026.02 | 97.3 | 95.8 | 48.9 | 86 | 81 |