Page 130 - 《软件学报》2025年第4期

1536 软件学报 2025 年第 36 卷第 4 期

表 3 调研论文的信息汇总

年份 序号 相关文献 方法名 定位粒度 是否跨项目评测 代码与数据集是否开源
2015 1 [14] HyLoc F × ×
2016 2 [15] NP-CNN F × ×
3 [28] LS-CNN F × ×
2017 4 [29] DNNLOC F × ×
5 [30] DeepLocator F × ×
6 [31] BugTranslator F × ×
7 [32] － C √ ×
2018
8 [16] CNN-Forest F × ×
9 [33] － F × ×
10 [34] TRANP-CNN F √ ×
11 [35] CAST F × ×
2019 12 [36] DeepLoc F × ×
13 [37] SLS-CNN F × ×
14 [38] － F × ×
15 [17] BugPecker M × √
16 [39] CG-CNN F × ×
17 [40] CooBa F √ √
18 [41] MD-CNN F × ×
19 [42] DBL F × ×
2020
20 [43] KGBugLocator F × ×
21 [44] － F × ×
22 [45] DependLoc F × ×
23 [46] DRAST F × ×
24 [5] － F √ 仅数据集开源
25 [47] DEMOB F × ×
26 [48] MRAM M √ √
27 [49] DreamLoc F × √
2021
×
×
28 [50] － F
F
29 [18] TROBO F √ ×
30 [51] － F × ×
31 [52] FBL-BERT C × ×
32 [53] BL-GAN F × ×
33 [19] bjXnet F × ×
34 [54] FLIM F √ √
35 [55] CoLoc F √ ×
36 [56] MLA F × ×
2022
37 [57] cFlow F × ×
38 [58] CGMBL F × √
39 [59] Bloco F × ×
40 [60] SemirFL F × ×
41 [61] － F × ×
42 [62] SBugLocater × ×
43 [63] RLocator F × ×
44 [64] － F × ×
45 [65] － F × ×
46 [66] AttentiveBugLocator F × ×
47 [67] Bugradar F × ×
2023
48 [68] sgAttention F × √
49 [69] PBL F × ×
50 [70] HMCBL F × ×
51 [71] HGW-SFO-CDNN F × ×
52 [72] LocFront F × ×