Anomaly Detection on thyroid (AUPRC)
86.85AUPRCDisentAD
Evaluation Results
| Method | Links | |
|---|---|---|
| DisentAD2026.03 | 86.85 | |
| KNN2026.03 | 80.94 | |
| DSVDD2026.03 | 80.38 | |
| OFA-TAD2026.03 | 80.26 | |
| DRL2026.03 | 78.67 | |
| MCM2026.03 | 78.17 | |
| iForest2026.03 | 75.06 | |
| AE2026.03 | 72.64 | |
| LUNAR2026.03 | 67.78 | |
| LOF2026.03 | 60.55 | |
| LLM-DASVariant=DRL2025.10 | 0.877 | |
| DRL2025.10 | 0.8626 | |
| MCM2025.10 | 0.8417 | |
| NPT-AD2025.10 | 0.8179 | |
| DTE2025.10 | 0.8167 | |
| LLM-DASVariant=PCA2025.10 | 0.8146 | |
| OCSVM2025.10 | 0.8134 | |
| PCA2025.10 | 0.8134 | |
| AutoEncoder2025.10 | 0.8096 | |
| LOF2025.10 | 0.7892 | |
| RTTADk=32026.05 | 0.7773 | |
| AnoLLMModel Scale=360M2025.10 | 0.74 | |
| DeepSVDD2025.10 | 0.7282 | |
| AnoLLMModel Scale=35M2025.10 | 0.696 | |
| ECOD2025.10 | 0.6807 | |
| ICL2025.10 | 0.6575 | |
| Iforestk=32026.05 | 0.6202 | |
| IForest2025.10 | 0.6055 | |
| KNN2025.10 | 0.5903 | |
| ECODk=32026.05 | 0.5818 | |
| LUNARk=32026.05 | 0.5032 | |
| SLADk=32026.05 | 0.4751 | |
| LOFk=32026.05 | 0.4433 | |
| OCSVMk=32026.05 | 0.4208 | |
| DeepSVDDk=32026.05 | 0.3091 | |
| MCMk=32026.05 | 0.2925 | |
| EPHADk=32026.05 | 0.2834 | |
| DIFk=32026.05 | 0.2379 | |
| NeuTraLADk=32026.05 | 0.1919 | |
| TTADk=32026.05 | 0.1846 | |
| ICLk=32026.05 | 0.1677 | |
| GOADk=32026.05 | 0.1503 | |
| DRLk=32026.05 | 0.0629 |