Binary Classification on Default
0.775AUROCTARDIS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TARDISRefinement=Full2026.05 | 0.775 | 1.4 | 1.3 | |
| TARDIS×1Refinement Steps=12026.05 | 0.768 | — | — | |
| TabDiffArchitecture=Tabular Diffusion2026.05 | 0.765 | — | — | |
| RealSource=Real Data2026.05 | 0.764 | — | — | |
| Learnable exp Hawkes*2025.02 | 0.7586 | — | — | |
| Learnable attention*2025.02 | 0.7527 | — | — | |
| Without context2025.02 | 0.7526 | — | — | |
| Mean2025.02 | 0.7526 | — | — | |
| Max2025.02 | 0.7524 | — | — | |
| Exp Hawkes2025.02 | 0.7523 | — | — | |
| Attention Hawkes2025.02 | 0.7523 | — | — | |
| Attention2025.02 | 0.7487 | — | — | |
| Attention2025.02 | 0.5629 | — | — | |
| Learnable attention*2025.02 | 0.5594 | — | — | |
| Learnable exp Hawkes*2025.02 | 0.5582 | — | — | |
| Exp Hawkes2025.02 | 0.5577 | — | — | |
| Mean2025.02 | 0.5557 | — | — | |
| Attention Hawkes2025.02 | 0.5556 | — | — | |
| Without context2025.02 | 0.5493 | — | — | |
| Max2025.02 | 0.5413 | — | — |