ECG diagnosis on ECG-LT Rare (test)
94.7AUROCAD:Ours Joint-train
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AD:Ours Joint-trainPretraining=Anomaly Detection (Ours), Finetuning Strategy=Joint-train2026.03 | 94.7 | 92.2 | 92.5 | |
| AD:Ours FinetuningPretraining=Anomaly Detection (Ours), Finetuning Strategy=Finetuning2026.03 | 91.4 | 87.7 | 91.2 | |
| AD:TSLPretraining=AD:TSL, Finetuning=Yes2026.03 | 89.3 | 84.8 | 88.2 | |
| Contrastive LearningPretraining=Contrastive Learning, Finetuning=Yes2026.03 | 88.6 | 86.5 | 88.6 | |
| Train from ScratchTraining Mode=From Scratch2026.03 | 85.8 | 87.6 | 76.2 | |
| MoCoPretraining=MoCo, Finetuning=Yes2026.03 | 80.8 | 72.1 | 80.1 |