Table 2.
Detection performance on K63 ribosome and EMPIAR-10304 datasets. Highest values for each column are indicated in boldface.
| K63 ribosome | EMPIAR-10304 | |||||
|---|---|---|---|---|---|---|
| Precision | Recall | AUPRC | Precision | Recall | AUPRC | |
| Topaz detect only | 0.867 | 0.23 | 0.55 | 0.48 | 0.67 | 0.54 |
| Topaz denoise+detect |
|
0.27 | 0.58 | N/A | N/A | N/A |
| crYOLO general model | 0.305 | 0.31 | 0.28 | 0.259 | 0.146 | 0.12 |
| crYOLO fine-tuned | 0.573 | 0.4 | 0.45 | 0.341 | 0.221 | 0.21 |
| Ours sequential | 0.823 | 0.41 | 0.59 | 0.605 | 0.443 | 0.57 |
| Ours detect only | 0.814 | 0.33 | 0.57 | 0.584 | 0.44 | 0.561 |
| Ours joint | 0.835 |
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