Single-cell data integration on Human Pancreas
0.71ASWctscHelix
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| scHelixYear=Ours, Type=Deep Learning2026.05 | 0.71 | 0.913 | 0.95 | 0.922 | 0.874 | 0.927 | 0.895 | 0.9 | |
| sysVIYear=2024, Type=Deep Learning2026.05 | 0.694 | 0.962 | 0.946 | 0.907 | 0.877 | 0.902 | 0.887 | — | |
| INSCTYear=2021, Type=Deep Learning2026.05 | 0.663 | 0.9 | 0.931 | 0.885 | 0.845 | 0.796 | 0.825 | — | |
| HarmonyYear=2019, Type=Traditional2026.05 | 0.649 | 0.919 | 0.946 | 0.912 | 0.857 | 0.882 | 0.867 | — | |
| SCALEXYear=2022, Type=Deep Learning2026.05 | 0.631 | 0.901 | 0.91 | 0.901 | 0.836 | 0.877 | 0.857 | — | |
| SCEMENTYear=2025, Type=Traditional2026.05 | 0.617 | 0.912 | 0.945 | 0.915 | 0.847 | 0.89 | 0.864 | — | |
| scCobraYear=2025, Type=Deep Learning2026.05 | 0.606 | 0.903 | 0.945 | 0.909 | 0.841 | 0.873 | 0.854 | — | |
| scVIYear=2018, Type=Deep Learning2026.05 | 0.567 | 0.856 | 0.94 | 0.914 | 0.819 | 0.898 | 0.851 | — |