| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Trajectory Classification | AIS Subset | Weighted F1 Score76.98 | 24 | |
| Hallucination detection | AIS | Accuracy0.644 | 24 | |
| Anomaly Detection | AIS (test) | Anomaly Overlap Count298 | 6 | |
| Speaker Diarization | AIS (test) | DER (%)9.6 | 5 | |
| Trip description generation | AIS dataset | Response Time (s)1.01 | 5 | |
| Vessel Trajectory Prediction | public AIS Dataset out-of-domain (test) | MSEP0.0003 | 3 |