Classification on Sick
88.71F1 ScoreEPIC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EPICsynthetic_samples=1K2024.04 | 88.71 | 92.93 | 86.41 | 99.44 | |
| Originalsynthetic_samples=02024.04 | 87.81 | 91.22 | 82.83 | 99.61 | |
| TVAEsynthetic_samples=1K2024.04 | 87.77 | 91.47 | 83.37 | 99.56 | |
| GReaTsynthetic_samples=1K2024.04 | 87.23 | 90.83 | 82.07 | 99.6 | |
| TabDDPMsynthetic_samples=1K2024.04 | 85.17 | 89.3 | 79.02 | 99.57 | |
| CopulaGANsynthetic_samples=1K2024.04 | 83.6 | 86.61 | 73.37 | 99.86 | |
| CTAB-GAN+synthetic_samples=1K2024.04 | 82.35 | 86.28 | 72.83 | 99.74 | |
| OBILdistribution_setting=Matched Distributions2026.02 | 74 | — | — | — | |
| RUSBoostdistribution_setting=Matched Distributions2026.02 | 73 | — | — | — | |
| LAdistribution_setting=Matched Distributions2026.02 | 72 | — | — | — | |
| SMOTEdistribution_setting=Matched Distributions2026.02 | 71 | — | — | — | |
| TMdistribution_setting=Matched Distributions2026.02 | 70 | — | — | — | |
| ADASYNdistribution_setting=Matched Distributions2026.02 | 69 | — | — | — | |
| CSdistribution_setting=Matched Distributions2026.02 | 68 | — | — | — | |
| Vanilladistribution_setting=Matched Distributions2026.02 | 52 | — | — | — |