Single-cell Data Integration on Human Pancreas complexBatch (test)
99ARIscHelix
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| scHelixRatio=100%, Supervision=fully supervised2026.05 | 99 | 97.3 | 86.9 | 94.7 | 90.9 | 93.1 | |
| scHelixRatio=50%, Supervision=semi-supervised2026.05 | 98.9 | 96.9 | 84.9 | 94.7 | 90.8 | 92.6 | |
| scHelixRatio=20%, Supervision=semi-supervised2026.05 | 97.1 | 94.5 | 82.8 | 94.6 | 91.6 | 92 | |
| scHelixRatio=10%, Supervision=semi-supervised2026.05 | 96.8 | 93.9 | 78.8 | 92.2 | 91.7 | 90.9 | |
| scANVIRatio=100%, Supervision=fully supervised2026.05 | 96.1 | 93.4 | 65.4 | 90.1 | 91.1 | 89.2 | |
| scANVIRatio=50%, Supervision=semi-supervised2026.05 | 95.2 | 92 | 65.4 | 89 | 88.5 | 86.7 | |
| scANVIRatio=10%, Supervision=semi-supervised2026.05 | 95 | 91.2 | 65.3 | 87.6 | 88.1 | 86.1 | |
| scANVIRatio=20%, Supervision=semi-supervised2026.05 | 95 | 91.7 | 65.3 | 87.8 | 88.2 | 86.2 |