Ship Trajectory Prediction on CSJP
0.0013FDEShipTraj-R1-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ShipTraj-R1-8B2026.03 | 0.0013 | 0 | |
| ShipTraj-R1-4B2026.03 | 0.0016 | 0 | |
| Qwen3-8BRelease Year-month=25-072026.03 | 0.0023 | 0 | |
| DeepSeek-R1Release Year-month=25-052026.03 | 0.0023 | 0 | |
| Qwen3-4BRelease Year-month=25-072026.03 | 0.0024 | 0 | |
| Llama-3-8BRelease Year-month=24-042026.03 | 0.0027 | 0.0001 | |
| Qwen2.5-7BRelease Year-month=24-092026.03 | 0.0033 | 0 | |
| Qwen2.5-3BRelease Year-month=24-092026.03 | 0.0039 | 0 | |
| Traj-LLMRelease Year-month=24-062026.03 | 0.0039 | 0 | |
| LG-TrajRelease Year-month=24-032026.03 | 0.0041 | 0.0001 | |
| LMTraj-SUPRelease Year-month=24-032026.03 | 0.0047 | 0.0001 | |
| DGCN-TransformerRelease Year-month=25-022026.03 | 0.0092 | 0.0008 | |
| TBENetRelease Year-month=24-112026.03 | 0.0098 | 0.0008 | |
| SeqLSTM-U-NetRelease Year-month=25-082026.03 | 0.0099 | 0.0014 | |
| Hunyuan-7BRelease Year-month=25-072026.03 | 0.0101 | 0.0002 | |
| GAT-LSTMRelease Year-month=24-122026.03 | 0.0128 | 0.0027 | |
| Baichuan2-7BRelease Year-month=23-122026.03 | 0.0286 | 0.0002 | |
| DBSCAN-GeoCLSTMRelease Year-month=24-122026.03 | 0.0335 | 0.0023 | |
| GeoCLSTMRelease Year-month=24-122026.03 | 0.0702 | 0.0055 |