ECG Diagnosis on ECG-LT Common (test)
0.969AUROCAD:Ours Joint-train
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AD:Ours Joint-trainPretraining=Anomaly Detection (Ours), Finetuning Strategy=Joint-train2026.03 | 0.969 | 93.5 | 91.3 | |
| MoCoPretraining=MoCo, Finetuning=Yes2026.03 | 0.964 | 92 | 91.9 | |
| AD:Ours FinetuningPretraining=Anomaly Detection (Ours), Finetuning Strategy=Finetuning2026.03 | 0.962 | 91.9 | 90.5 | |
| Train from ScratchTraining Mode=From Scratch2026.03 | 0.94 | 88.7 | 86.4 | |
| Contrastive LearningPretraining=Contrastive Learning, Finetuning=Yes2026.03 | 0.937 | 88.6 | 88 | |
| AD:TSLPretraining=AD:TSL, Finetuning=Yes2026.03 | 0.932 | 89 | 85.6 |