Skip to main content

View full-text article in PMC

. Author manuscript; available in PMC: 2026 Apr 9.

Published in final edited form as: Knowl Based Syst. 2025 Nov 12;331:114810. doi: 10.1016/j.knosys.2025.114810

Table 5.

Experimental results for particle picking using EMPIAR-10499 and CZII dataset.

	EMPIAR-10499			CZII
Method	Precision	Recall	F₁	Precision	Recall	F₁
DeepFinder _{[Nat. Methods21]}	50.5	51.7	52.7	72.1	71.7	71.9
EMAN2 _{[J. Struct. Biol07]}	26.1	55.3	35.5	54.7	64.7	59.3
crYOLO _{[Commun. Biol.19]}	47.8	56.8	52.0	63.8	65.6	64.7
VoxResNet _{[NeuroImage18]}	57.1	71.4	64.7	74.0	73.0	73.5
SwiFT _[NeurIPS23]	54.0	69.4	63.5	67.6	58.1	62.5
MVGFormer(MLP)	58.7	57.7	58.2	75.6	74.4	75.0
MVGFormer(MF)	59.4	75.0	66.8	76.0	77.8	76.9
MVGFormer(P3DA)	61.2	78.4	69.8	78.3	81.6	79.9

We use the bold and the underlined to represent the best results and the runner-ups, respectively.