| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Starkey Dataset | Weighted F1-score92 | 24 | 1mo ago | ||
| Foxes Dataset | Uncertainty-Based Selection | Weighted F153.69 | 24 | 1mo ago | |
| Car Traffic Dataset | Outlierness-Based Selection | Weighted F1-score87.01 | 24 | 1mo ago | |
| AIS Subset | Outlierness-Based Selection | Weighted F1 Score76.98 | 24 | 1mo ago | |
| Naval Dataset (train) | Misclassification Rate0.01 | 6 | 3mo ago | ||
| Cleaned 442 trajectories (test) | TW sanitized (gpt-5.4) | AUC97.2 | 3 | 1mo ago | |
| VIMA Pdep | TLINet | MCR1.25 | 3 | 3mo ago | |
| VIMA Dataset (Ptrain) | MCR8.3 | 3 | 3mo ago | ||
| Naval Dataset (Pdep) | Misclassification Rate2.5 | 3 | 3mo ago | ||
| Full cleaned 690 trajectories (test) | LogReg probe | AUC94.67 | 1 | 1mo ago |
