ECG Classification on CPSC (AUC, F1, Accuracy)
0.9651AUCD-BETA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| D-BETAEvaluation Protocol=Linear Probing2026.05 | 0.9651 | 0.8137 | 0.962 | |
| MERITEvaluation Protocol=Linear Probing2026.05 | 0.9646 | 0.7988 | 0.9593 | |
| STMEMEvaluation Protocol=Linear Probing2026.05 | 0.9636 | 0.7996 | 0.9592 | |
| ECG-ChatEvaluation Protocol=Linear Probing2026.05 | 0.9506 | 0.7694 | 0.9528 | |
| ESIEvaluation Protocol=Linear Probing2026.05 | 0.9284 | 0.7099 | 0.9386 | |
| MERLEvaluation Protocol=Linear Probing2026.05 | 0.9065 | 0.6684 | 0.9152 | |
| ECG-FMEvaluation Protocol=Linear Probing2026.05 | 0.9055 | 0.6718 | 0.9249 | |
| QoQEvaluation Protocol=Linear Probing2026.05 | 0.8898 | 0.6323 | 0.9041 | |
| D-BETASource Domain=PTBXL-Super2026.05 | 0.8661 | — | — | |
| ECG-ChatSource Domain=PTBXL-Super2026.05 | 0.8587 | — | — | |
| MERITSource Domain=PTBXL-Super2026.05 | 0.8583 | — | — | |
| MERLSource Domain=PTBXL-Super2026.05 | 0.8546 | — | — | |
| STMEMSource Domain=PTBXL-Super2026.05 | 0.83 | — | — | |
| QoQ EncoderSource Domain=PTBXL-Super2026.05 | 0.8096 | — | — | |
| ECG-ChatSource Domain=CSN2026.05 | 0.7882 | — | — | |
| MERITSource Domain=CSN2026.05 | 0.7651 | — | — | |
| D-BETASource Domain=CSN2026.05 | 0.7555 | — | — | |
| ECG-FMSource Domain=PTBXL-Super2026.05 | 0.7504 | — | — | |
| MERLSource Domain=CSN2026.05 | 0.7137 | — | — | |
| ECG-FMSource Domain=CSN2026.05 | 0.7092 | — | — | |
| STMEMSource Domain=CSN2026.05 | 0.7089 | — | — | |
| ESISource Domain=PTBXL-Super2026.05 | 0.6701 | — | — | |
| QoQ EncoderSource Domain=CSN2026.05 | 0.664 | — | — | |
| ESISource Domain=CSN2026.05 | 0.5989 | — | — |