ECG Segmentation on ISP (test)
82.5mIoUMT + CardioMix
Evaluation results
| Method | Links | |
|---|---|---|
| MT + CardioMixLabeled Ratio=1/2 (N=1896)2026.05 | 82.5 | |
| FixMatch + CardioMixLabeled Ratio=1/2 (N=1896)2026.05 | 82.4 | |
| CPS + CardioMixLabeled Ratio=1/2 (N=1896)2026.05 | 82.2 | |
| CPS + UPCLabeled Ratio=1/2 (N=1896)2026.05 | 82.1 | |
| ST++ + UPCLabeled Ratio=1/2 (N=1896)2026.05 | 81.7 | |
| MT + UPCLabeled Ratio=1/2 (N=1896)2026.05 | 81.6 | |
| ST++ + CardioMixLabeled Ratio=1/2 (N=1896)2026.05 | 81.6 | |
| MT + CardioMixLabeled Ratio=1/4 (N=948)2026.05 | 81.4 | |
| FixMatch + CardioMixLabeled Ratio=1/4 (N=948)2026.05 | 81.1 | |
| CPS + AugSegLabeled Ratio=1/2 (N=1896)2026.05 | 80.9 | |
| CPS + UPCLabeled Ratio=1/4 (N=948)2026.05 | 80.9 | |
| CPS + CutMixLabeled Ratio=1/2 (N=1896)2026.05 | 80.8 | |
| CPS + CardioMixLabeled Ratio=1/4 (N=948)2026.05 | 80.7 | |
| FixMatch + UPCLabeled Ratio=1/2 (N=1896)2026.05 | 80.5 | |
| ST++ + AugSegLabeled Ratio=1/2 (N=1896)2026.05 | 80.5 | |
| ST++ + CutMixLabeled Ratio=1/2 (N=1896)2026.05 | 80.4 | |
| MT + CutMixLabeled Ratio=1/2 (N=1896)2026.05 | 80.1 | |
| MT + AugSegLabeled Ratio=1/2 (N=1896)2026.05 | 80.1 | |
| ST++ + CardioMixLabeled Ratio=1/4 (N=948)2026.05 | 80.1 | |
| ST++ + UPCLabeled Ratio=1/4 (N=948)2026.05 | 79.9 | |
| MT + UPCLabeled Ratio=1/4 (N=948)2026.05 | 79.6 | |
| FixMatch + AugSegLabeled Ratio=1/2 (N=1896)2026.05 | 79.6 | |
| CPSLabeled Ratio=1/2 (N=1896)2026.05 | 79.5 | |
| ST++Labeled Ratio=1/2 (N=1896)2026.05 | 79.5 | |
| FixMatchLabeled Ratio=1/2 (N=1896)2026.05 | 79.2 | |
| FixMatch + CutMixLabeled Ratio=1/2 (N=1896)2026.05 | 79 | |
| MT + CardioMixLabeled Ratio=1/8 (N=468)2026.05 | 78.9 | |
| FixMatch + UPCLabeled Ratio=1/4 (N=948)2026.05 | 78.9 | |
| MTLabeled Ratio=1/2 (N=1896)2026.05 | 78.8 | |
| ST++ + AugSegLabeled Ratio=1/4 (N=948)2026.05 | 78.8 | |
| ReCo + UPCLabeled Ratio=1/2 (N=1896)2026.05 | 78.7 | |
| CPS + CutMixLabeled Ratio=1/4 (N=948)2026.05 | 78.6 | |
| CPSLabeled Ratio=1/4 (N=948)2026.05 | 78.5 | |
| CPS + AugSegLabeled Ratio=1/4 (N=948)2026.05 | 78.5 | |
| MT + CutMixLabeled Ratio=1/4 (N=948)2026.05 | 78.4 | |
| ScratchLabeled Ratio=1/2 (N=1896)2026.05 | 78.3 | |
| MT + AugSegLabeled Ratio=1/4 (N=948)2026.05 | 78.3 | |
| ReCo + CardioMixLabeled Ratio=1/2 (N=1896)2026.05 | 78.3 | |
| ST++ + CutMixLabeled Ratio=1/4 (N=948)2026.05 | 78.3 | |
| ST++Labeled Ratio=1/4 (N=948)2026.05 | 78.2 | |
| MTLabeled Ratio=1/4 (N=948)2026.05 | 78.1 | |
| FixMatch + AugSegLabeled Ratio=1/4 (N=948)2026.05 | 78.1 | |
| ReCo + AugSegLabeled Ratio=1/2 (N=1896)2026.05 | 78.1 | |
| FixMatchLabeled Ratio=1/4 (N=948)2026.05 | 78 | |
| FixMatch + CutMixLabeled Ratio=1/4 (N=948)2026.05 | 78 | |
| ReCo + CutMixLabeled Ratio=1/2 (N=1896)2026.05 | 78 | |
| ReCo + UPCLabeled Ratio=1/4 (N=948)2026.05 | 77.8 | |
| ReCo + CardioMixLabeled Ratio=1/4 (N=948)2026.05 | 77.8 | |
| ReCo + AugSegLabeled Ratio=1/4 (N=948)2026.05 | 77.4 | |
| ReCo + CutMixLabeled Ratio=1/4 (N=948)2026.05 | 77.2 | |
| ReCoLabeled Ratio=1/2 (N=1896)2026.05 | 77 | |
| ST++ + CardioMixLabeled Ratio=1/8 (N=468)2026.05 | 76.7 | |
| ScratchLabeled Ratio=1/4 (N=948)2026.05 | 76.6 | |
| FixMatch + CardioMixLabeled Ratio=1/8 (N=468)2026.05 | 76.4 | |
| MT + UPCLabeled Ratio=1/8 (N=468)2026.05 | 76.2 | |
| CPS + UPCLabeled Ratio=1/8 (N=468)2026.05 | 76.2 | |
| ReCoLabeled Ratio=1/4 (N=948)2026.05 | 76.1 | |
| MTLabeled Ratio=1/8 (N=468)2026.05 | 75.7 | |
| FixMatchLabeled Ratio=1/8 (N=468)2026.05 | 75.7 | |
| ST++ + CutMixLabeled Ratio=1/8 (N=468)2026.05 | 75.7 | |
| ST++ + UPCLabeled Ratio=1/8 (N=468)2026.05 | 75.7 | |
| ST++ + AugSegLabeled Ratio=1/8 (N=468)2026.05 | 75.5 | |
| CPS + AugSegLabeled Ratio=1/8 (N=468)2026.05 | 75.4 | |
| CPS + CardioMixLabeled Ratio=1/8 (N=468)2026.05 | 75.4 | |
| CPS + CutMixLabeled Ratio=1/8 (N=468)2026.05 | 75.3 | |
| ReCo + UPCLabeled Ratio=1/8 (N=468)2026.05 | 75.3 | |
| ST++Labeled Ratio=1/8 (N=468)2026.05 | 75.3 | |
| MT + AugSegLabeled Ratio=1/8 (N=468)2026.05 | 75.2 | |
| FixMatch + AugSegLabeled Ratio=1/8 (N=468)2026.05 | 75.2 | |
| ReCo + CardioMixLabeled Ratio=1/8 (N=468)2026.05 | 75.2 | |
| MT + CutMixLabeled Ratio=1/8 (N=468)2026.05 | 75 | |
| MT + CardioMixLabeled Ratio=1/16 (N=228)2026.05 | 75 | |
| FixMatch + CutMixLabeled Ratio=1/8 (N=468)2026.05 | 75 | |
| FixMatch + UPCLabeled Ratio=1/8 (N=468)2026.05 | 74.8 | |
| ReCo + CutMixLabeled Ratio=1/8 (N=468)2026.05 | 74.8 | |
| FixMatchLabeled Ratio=1/16 (N=228)2026.05 | 74.7 | |
| ReCo + AugSegLabeled Ratio=1/8 (N=468)2026.05 | 74.7 | |
| MTLabeled Ratio=1/16 (N=228)2026.05 | 74.6 | |
| CPS + CutMixLabeled Ratio=1/16 (N=228)2026.05 | 74.6 | |
| CPS + AugSegLabeled Ratio=1/16 (N=228)2026.05 | 74.4 | |
| CPSLabeled Ratio=1/8 (N=468)2026.05 | 74.2 | |
| CPS + CardioMixLabeled Ratio=1/16 (N=228)2026.05 | 74.2 | |
| ST++ + CardioMixLabeled Ratio=1/16 (N=228)2026.05 | 74.2 | |
| FixMatch + CardioMixLabeled Ratio=1/16 (N=228)2026.05 | 73.9 | |
| CPS + UPCLabeled Ratio=1/16 (N=228)2026.05 | 73.9 | |
| ReCo + CardioMixLabeled Ratio=1/16 (N=228)2026.05 | 73.9 | |
| ST++ + AugSegLabeled Ratio=1/16 (N=228)2026.05 | 73.9 | |
| MT + UPCLabeled Ratio=1/16 (N=228)2026.05 | 73.8 | |
| ReCo + UPCLabeled Ratio=1/16 (N=228)2026.05 | 73.8 | |
| ST++ + CutMixLabeled Ratio=1/16 (N=228)2026.05 | 73.8 | |
| ST++ + UPCLabeled Ratio=1/16 (N=228)2026.05 | 73.8 | |
| FixMatch + AugSegLabeled Ratio=1/16 (N=228)2026.05 | 73.6 | |
| ST++Labeled Ratio=1/16 (N=228)2026.05 | 73.6 | |
| FixMatch + CutMixLabeled Ratio=1/16 (N=228)2026.05 | 73.5 | |
| ReCo + CutMixLabeled Ratio=1/16 (N=228)2026.05 | 73.5 | |
| MT + AugSegLabeled Ratio=1/16 (N=228)2026.05 | 73.3 | |
| ReCoLabeled Ratio=1/8 (N=468)2026.05 | 73.3 | |
| ReCo + AugSegLabeled Ratio=1/16 (N=228)2026.05 | 73.3 | |
| FixMatch + UPCLabeled Ratio=1/16 (N=228)2026.05 | 73.2 | |
| ScratchLabeled Ratio=1/8 (N=468)2026.05 | 73 |