Imbalanced Classification on Sick
92.08F1 ScoreOriginal
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Original2025.10 | 92.08 | — | — | — | — | |
| ImbLLM2025.10 | 84.59 | — | — | — | — | |
| CTGAN2025.10 | 83.94 | — | — | — | — | |
| TVAE2025.10 | 83.76 | — | — | — | — | |
| SMOTE-NC2025.10 | 82.7 | — | — | — | — | |
| Imbalance2025.10 | 77.9 | — | — | — | — | |
| Pred-LLM2025.10 | 77.4 | — | — | — | — | |
| TapTap2025.10 | 73.86 | — | — | — | — | |
| Great2025.10 | 67.52 | — | — | — | — | |
| SMOTE2025.10 | 20.57 | — | — | — | — | |
| AdaSyn2025.10 | 18.26 | — | — | — | — | |
| ADS-GAN2026.04 | — | 87.52 | 89.82 | 79.86 | 99.82 | |
| CDTD2026.04 | — | 89.63 | 93.25 | 86.96 | 99.53 | |
| EPIC2026.04 | — | 85.08 | 92.45 | 85.98 | 98.93 | |
| GReaT2026.04 | — | 87.23 | 90.83 | 82.06 | 99.6 | |
| Original2026.04 | — | 87.82 | 91.22 | 82.84 | 99.61 | |
| RDDG2026.04 | — | 87.99 | 93.62 | 88.04 | 99.2 | |
| REaLTabFormer2026.04 | — | 85.17 | 89.3 | 79.02 | 99.57 | |
| TabDDPM2026.04 | — | 88.16 | 91.89 | 84.24 | 99.55 |