| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DepSeverity | EDL | AUROC85.2 | 18 | 2mo ago | |
| SDCNL | Reasoning-Aware Multi-View Learning Framework | Accuracy73.1 | 9 | 2mo ago | |
| Dreaddit | Reasoning-Aware Multi-View Learning Framework | Accuracy83.5 | 9 | 2mo ago | |
| Duffing oscillator parameter shifts Param-Ext (OOD T3) | L2 | MSE3.44 | 3 | 1mo ago | |
| Duffing oscillator cross-basin Regime-Ext (OOD T2) | OrthoReg | MSE (OOD T2)4.93 | 3 | 1mo ago | |
| Duffing oscillator ID (in-distribution) | Pure | MSE4.75 | 3 | 1mo ago | |
| Lotka-Volterra modified (out-of-distribution T3) | OrthoReg | MSE1.71 | 3 | 1mo ago | |
| Lotka-Volterra modified (out-of-distribution T2) | Pure | MSE1.21 | 3 | 1mo ago | |
| Lotka-Volterra modified (in-distribution) | Pure | MSE1.64 | 3 | 1mo ago |
