30-day Maritime Trajectory Forecasting on Maritime Trajectory Dataset veRL format (test)
1,956.1Trajectory Error (km)ST-LLM+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ST-LLM+Category=LLM-based Spatio-temporal Baseline2026.06 | 1,956.1 | 2,820.9 | 100 | |
| ST-LLMCategory=LLM-based Spatio-temporal Baseline2026.06 | 2,014.1 | 2,909.5 | 100 | |
| Qwen3-8BCategory=Zero-shot LLM Baseline2026.06 | 3,084.9 | 4,010.7 | 96.7 | |
| Qwen3-4B-Thinking-2507Category=Zero-shot LLM Baseline2026.06 | 3,138.6 | 3,906.6 | 62.8 | |
| Qwen3-4BCategory=Zero-shot LLM Baseline2026.06 | 3,177.9 | 3,860.7 | 97.9 | |
| Llama-3.1-Tulu-3-8B-SFTCategory=Zero-shot LLM Baseline2026.06 | 3,563.9 | 4,073.3 | 93.2 |