Structural Heart Disease Classification on SHD targets (test)
85.09AUROCAdapted ECG-FM partial FT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Adapted ECG-FM partial FTTrainable Params=69.81 M, b=92026.04 | 85.09 | 42.61 | 90.89 | 30.64 | |
| Adapted ECG-FM transformer FTTrainable Params=91.08 M, b=12, convolutional extractor=frozen2026.04 | 85.01 | 42.97 | 90.81 | 33.38 | |
| Adapted ECG-FM partial FTTrainable Params=41.46 M, b=52026.04 | 85.01 | 41.73 | 90.5 | 36.91 | |
| ResNet1DTrainable Params=9.72 M2026.04 | 82.46 | 38.33 | 90.63 | 16.37 | |
| adapted ECG-FM probeTrainable Params=0.60 M2026.04 | 82.33 | 36.7 | 90.43 | 19.33 | |
| XGBoostTrainable Params=1.04 M2026.04 | 80.17 | 32.89 | 90.12 | 17.6 |