Anomaly Detection on Arrhythmia
95.45F1 ScoreDOSER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DOSERreconstruction=single-step denoising2026.05 | 95.45 | 95.45 | 95.45 | |
| DROCCprotocol=one-vs-all2020.02 | 69 | — | — | |
| EPHAD2026.05 | 62.12 | — | — | |
| GOADlibrary=DeepOD2026.05 | 59.09 | — | — | |
| DIFlibrary=DeepOD2026.05 | 59.09 | — | — | |
| TTAD2026.05 | 59.09 | — | — | |
| ECODlibrary=PyOD2026.05 | 56.91 | — | — | |
| Iforestlibrary=PyOD2026.05 | 54.66 | — | — | |
| RTTADparameter k=32026.05 | 54.55 | — | — | |
| DeepSVDDprotocol=one-vs-all2020.02 | 54 | — | — | |
| LUNARlibrary=PyOD2026.05 | 53.25 | — | — | |
| NeuTraLADlibrary=DeepOD2026.05 | 53.03 | — | — | |
| GOAD2026.05 | 52 | — | — | |
| SLADlibrary=DeepOD2026.05 | 51.52 | — | — | |
| LOFprotocol=one-vs-all2020.02 | 51 | — | — | |
| GOADprotocol=one-vs-all2020.02 | 51 | — | — | |
| MCM2026.05 | 50 | — | — | |
| DRL2026.05 | 50 | — | — | |
| DAGMM2026.05 | 49.83 | 49.09 | 50.78 | |
| DAGMMprotocol=one-vs-all2020.02 | 49 | — | — | |
| LOFlibrary=PyOD2026.05 | 48.42 | — | — | |
| ICLlibrary=DeepOD2026.05 | 46.97 | — | — | |
| OC-SVMprotocol=one-vs-all2020.02 | 46 | — | — | |
| OC-SVM2026.05 | 45.81 | 53.97 | 40.82 | |
| E2E-AEprotocol=one-vs-all2020.02 | 45 | — | — | |
| DCN2026.05 | 38.15 | 37.58 | 39.07 | |
| DCNprotocol=one-vs-all2020.02 | 38 | — | — | |
| DeepSVDDlibrary=PyOD2026.05 | 36.46 | — | — | |
| OCSVMlibrary=PyOD2026.05 | 36.36 | — | — | |
| DSEBM-r2026.05 | 15.1 | 15.15 | 15.13 |