Table 6.
Accuracy and stability comparison on human pancreas gene expression and MNIST datasets
| Cell Type Identification | Handwritten Digit Recognition | |||
|---|---|---|---|---|
| Model | Accuracy@1 | Stability | Accuracy@1 | Stability |
| INVASE | 0.948 ± 0.012 | 0.831 | 0.977 ± 0.090 | 0.810 |
| LSPIN | 0.943 ± 0.010 | 0.829 | 0.963 ± 0.011 | 0.833 |
| gI | 0.747 ± 0.013 | 0.861 | 0.965 ± 0.012 | 0.857 |
| GroupFS | 0.769 ± 0.013 | 0.881 | 0.958 ± 0.015 | 0.823 |
![]() |
0.943 ± 0.011 | 0.872 | 0.963 ± 0.011 | 0.866 |
![]() |
0.959 ± 0.012 | 0.899 | 0.979 ± 0.011 | 0.852 |

