Table.
Comparison of the cell-type classification accuracy of eMCI and other existing methods in multiple datasets
| Method datasets | eMCI | CaSTLe | CHETAH | clustifyr | scmap-cluster | scmap-cell |
|---|---|---|---|---|---|---|
| Lung 6 PCW | 99.08% a | 96.53% | 92.92% | 94.03% | 93.74% | 98.31% |
| Lung 7 PCW | 99.10% a | 98.66% | 90.77% | 97.14% | 85.71% | 98.26% |
| Lung 8 PCW | 98.51% a | 95.71% | 94.88% | 98.24% | 90.44% | 97.41% |
| Lung 8.5 PCW | 98.29% a | 96.44% | 88.72% | 96.45% | 87.04% | 96.67% |
| Lung 10 PCW | 98.28% a | 95.72% | 94.05% | 97.09% | 82.97% | 94.12% |
| Lung 11.5 PCW | 98.83% a | 98.36% | 92.32% | 98.58% | 72.56% | 96.74% |
| Lung 13 PCW | 98.78% a | 97.59% | 89.56% | 98.78% | 87.85% | 98.53% |
| Pancreas 12 PCW | 94.48% a | 87.62% | 68.88% | 85.73% | 86.46% | 91.27% |
| Pancreas 20 PCW | 88.24% a | 81.20% | 79.55% | 63.93% | 87.95% | 73.74% |
| PDAC | 86.01% a | 60.18% | 64.20% | 62.33% | 82.95% | 64.38% |
| BRCA | 95.03% | 95.12% | 81.41% | 91.64% | 85.30% | 95.87% a |
a
The highest average accuracy over 10 iterations is marked by bold typeface.