Anomaly Detection on Thyroid (AUC-ROC, AUC-PR, F1)
0.9943AUC-ROCNNG-Mix
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NNG-Mix2026.04 | 0.9943 | 0.7613 | 51.85 | |
| PLAGLLM=GPT-3.5-turbo2026.04 | 0.9796 | 0.8464 | 79.86 | |
| PLAGLLM=GPT-42026.04 | 0.9796 | 0.868 | 82.41 | |
| TabSyn2026.04 | 0.975 | 0.7968 | 76.6 | |
| PLAGLLM=DeepSeek-V2.52026.04 | 0.9742 | 0.8256 | 78.38 | |
| GReaT2026.04 | 0.9723 | 0.7369 | 72.53 | |
| Cutout2026.04 | 0.971 | 0.7595 | 75.17 | |
| TabDDPM2026.04 | 0.9705 | 0.7667 | 73.67 | |
| Gaussian noise2026.04 | 0.9491 | 0.5975 | 64.3 | |
| PLAGLLM=Qwen3-14B2026.04 | 0.8762 | 0.3279 | 44.49 | |
| SOEL2026.04 | 0.8205 | 0.3411 | 37.2 | |
| CutMix2026.04 | 0.4706 | 0.1776 | 21.99 |