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[Preprint]. 2024 Jul 8:arXiv:2407.06833v1. [Version 1]

Table 1.

Comparison results for particle picking on EMPIAR-10499 [22].

Method Annotation Ratio Precision Recall F1 Score Runtime (min)
EMAN2 [21] - 26.1 55.3 35.5 2–5

crYOLO [24] 100% 47.8 56.8 52.0 30–40

Huang et al. [8] 5% 49.6 58.1 53.5
10% 50.1 58.2 53.8
30% 55.9 60.3 58.0 5–10
50% 53.0 65.1 58.4
70% 54.9 66.7 60.2

CryoSAM (Ours) < 1% (single prompt) 53.1 55.3 54.2
5% 57.8 74.3 65.0
10% 58.2 75.1 65.5
30% 58.1 75.4 65.6 10–15
50% 58.0 75.3 65.5
70% 58.5 79.4 67.4