Meteorological data-to-text conversion on Shipping Forecast (IMPROVER system)
89Sea State PrecisionVLM
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VLMBase Model=Amazon Nova Lite 1.0, Mode=Fine-tuned, Input Modality=Short video segments (visual), Processing Platform=Amazon SageMaker2025.12 | 89 | 44 | 59 | 89 | 50 | 64 | 51 | 38 | 44 | 53 | 32 | 40 | 52 | |
| LLMBase Model=Amazon Nova Pro 1.0, Input Modality=Intermediate text representation, Processing Pipeline=Text-based2025.12 | 78 | 73 | 75 | 70 | 80 | 75 | 40 | 44 | 42 | 58 | 57 | 57 | 62 |