Anomaly Detection on Arrhythmia (AUC-ROC)
83.16AUC-ROCLLM-DAS
Evaluation results
| Method | Links | |
|---|---|---|
| LLM-DASMethod Variant=DRL2025.10 | 83.16 | |
| AnoLLMModel Size=135M2025.10 | 82.5 | |
| AnoLLMModel Size=360M2025.10 | 82.2 | |
| ICL2025.10 | 81.45 | |
| MCM2025.10 | 81.14 | |
| DeepSVDD2025.10 | 79.41 | |
| KNN2025.10 | 79.33 | |
| LLM-DASMethod Variant=PCA2025.10 | 77.57 | |
| DRL2025.10 | 77.42 | |
| IForest2025.10 | 77.34 | |
| OCSVM2025.10 | 76.89 | |
| LOF2025.10 | 76.88 | |
| PCA2025.10 | 76.84 | |
| ECOD2025.10 | 71.99 | |
| NPT-AD2025.10 | 71.85 | |
| DTE2025.10 | 59.12 | |
| AutoEncoder2025.10 | 56.82 |