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Summary of results for the FlowCAP-I cell identification challenge
| DeepCyTOF | Competition’s winner | |
|---|---|---|
| GvHD | 0.986 (0.979, 0.991) | 0.92 (0.88, 0.95) |
| DLBCL | 0.985 (0.976, 0.993) | 0.95 (0.93, 0.97) |
| HSCT | 0.991 (0.988, 0.993) | 0.98 (0.96, 0.99) |
| WNV | 0.999 (0.998, 0.999) | 0.96 (0.94, 0.97) |
| ND | 0.988 (0.987, 0.989) | 0.94 (0.92, 0.95) |
Note: The numbers in parentheses represent 95% confidence intervals for the F-measure. We use DeepCyTOF without denoising (DAE) and without calibration (MMD-ResNets).
