Table 1.
Ablation study: performance metrics after candidate detection, discrimination, and post-processing steps.
Steps | Cl. TPR | FPavg | Cl. prec |
---|---|---|---|
(i) Cand. det. without FRST | 0.86 | 129.3 | 0.02 |
(ii) Cand. det. using FRST | 0.975 | 85.3 | 0.03 |
(iii) Cand. disc. using teacher model Tc | 0.85 | 19.6 | 0.09 |
(iv) Cand. disc. without KD | 0.75 | 12.8 | 0.09 |
(v) Cand. disc. using K | 0.9 | 14.7 | 0.11 |
(vi) After postproc. | 0.83 | 0.5 | 0.74 |
Cl. TPR and Cl. prec indicate cluster-wise TPR and cluster-wise precision, respectively. FPavg values at a fixed cluster-wise TPR value of 95% are provided in the Supplementary Table S3.