Uncertainty Quantification on MIT-BIH
998CULSTM
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LSTMUQ Method=MCD2026.02 | 998 | 926 | 2,719 | 17,249 | 83.35 | 51.87 | 86.38 | 26.85 | |
| CNN1DUQ Method=MCD2026.02 | 439 | 205 | 1,139 | 20,109 | 93.86 | 68.17 | 94.64 | 27.82 | |
| CNN1DUQ Method=EMCD2026.02 | 434 | 224 | 870 | 20,364 | 95 | 65.96 | 95.9 | 33.28 | |
| LSTMUQ Method=EMCD2026.02 | 329 | 128 | 2,012 | 19,423 | 90.22 | 71.99 | 90.61 | 14.05 | |
| LSTMUQ Method=Ensemble2026.02 | 315 | 142 | 1,862 | 19,573 | 90.85 | 68.93 | 91.31 | 14.47 | |
| CNN1DUQ Method=Ensemble2026.02 | 190 | 267 | 293 | 21,142 | 97.44 | 41.58 | 98.63 | 39.34 | |
| TransformerUQ Method=MCD2026.02 | 125 | 205 | 273 | 21,289 | 97.82 | 37.88 | 98.73 | 31.41 | |
| UCTECG-NetUQ Method=EMCD2026.02 | 120 | 178 | 168 | 21,426 | 98.42 | 40.27 | 99.22 | 41.67 | |
| TransformerUQ Method=EMCD2026.02 | 113 | 181 | 219 | 21,379 | 98.17 | 38.44 | 98.99 | 34.04 | |
| UCTECG-NetUQ Method=Ensemble2026.02 | 110 | 186 | 141 | 21,455 | 98.51 | 37.16 | 99.35 | 43.82 | |
| TransformerUQ Method=Ensemble2026.02 | 88 | 205 | 151 | 21,448 | 98.37 | 30.03 | 99.3 | 36.82 | |
| UCTECG-NetUQ Method=MCD2026.02 | 71 | 237 | 119 | 21,465 | 98.37 | 23.05 | 99.45 | 37.37 |