Table 5.
(a) Multiclass Studies | Sum | Mean | Rank | (c) Ensemble Studies | Sum | Mean | Rank |
Chao et al. [71] | 78 | 1.9 | 1 | Jamthikar et al. [102] | 120.5 | 2.9 | 1 |
Lui et al. [79] | 76.5 | 1.9 | 2 | Sherazi et al. [112] | 98 | 2.4 | 2 |
Wiharto et al. [82] | 76 | 1.9 | 3 | Uddin et al. [114] | 94 | 2.3 | 3 |
Jamthikar et al. [76] | 75.5 | 1.8 | 4 | Velusamy et al. [115] | 89.5 | 2.2 | 4 |
Nakanishi et al. [80] | 74 | 1.8 | 5 | Gao et al. [97] | 85 | 2.1 | 5 |
Devi et al. [72] | 72.5 | 1.8 | 6 | Jan et al. [101] | 85 | 2.1 | 6 |
Khan et al. [77] | 71.5 | 1.7 | 7 | Miao et al. [105] | 84.5 | 2.1 | 7 |
Krupa et al. [78] | 64.5 | 1.6 | 8 | Gosh et al. [99] | 83 | 2 | 8 |
Ni et al. [81] | 59 | 1.4 | 9 | Wankhede et al. [116] | 81 | 2 | 9 |
Hedman et al. [74] | 55.5 | 1.4 | 10 | Esfahani et al. [95] | 74 | 1.8 | 10 |
Hussain et al. [75] | 53.5 | 1.3 | 11 | Reddy et al. [111] | 72 | 1.8 | 11 |
Sanchez et al. [69] | 43 | 1 | 12 | Rousset et al. [110] | 71 | 1.7 | 12 |
Emaus et al. [73] | 41 | 1 | 13 | Yekkala et al. [119] | 71 | 1.7 | 13 |
Buddi et al. [70] | 33.5 | 0.8 | 14 | Abdar et al. [91] | 70.5 | 1.7 | 14 |
(b) Multi-label Studies | Sum | Mean | Rank | Cai et al. [94] | 70 | 1.7 | 15 |
Jamthikar et al. [84] | 111.5 | 2.7 | 1 | Nakanishi et al. [80] | 70 | 1.7 | 16 |
Venkatesh et al. [83] | 108 | 2.6 | 2 | Mienye et al. [106] | 69 | 1.7 | 17 |
Mehrang et al. [86] | 96.5 | 2.4 | 3 | Zhenya et al. [121] | 68.5 | 1.7 | 18 |
Zeng et al. [90] | 76.5 | 1.9 | 4 | Liu et al. [104] | 67 | 1.6 | 19 |
Zamzmi et al. [89] | 69.5 | 1.7 | 5 | Puvar et al. [180] | 67 | 1.6 | 20 |
Mohamend et al. [87] | 60 | 1.5 | 6 | Baccouche et al. [92] | 65.5 | 1.6 | 21 |
Kumar et al. [85] | 59 | 1.4 | 7 | Sherly et al. [109] | 64.5 | 1.6 | 22 |
Priyanka et al. [88] | 59 | 1.4 | 8 | Jothiprakash et al. [103] | 64 | 1.6 | 23 |
Negassa et al. [107] | 64 | 1.6 | 24 | ||||
Ye et al. [118] | 64 | 1.6 | 25 | ||||
Gao et al. [98] | 63.5 | 1.5 | 26 | ||||
Honsi et al. [100] | 59.5 | 1.5 | 27 | ||||
Gibson et al. [96] | 55 | 1.3 | 28 | ||||
Zarkogianni et al. [120] | 54.5 | 1.3 | 29 | ||||
Plawiak et al. [108] | 53.5 | 1.3 | 30 | ||||
Yadav et al. [117] | 53.5 | 1.3 | 31 | ||||
Chu et al. [93] | 52.5 | 1.2 | 32 | ||||
Tan et al. [113] | 52.5 | 1.2 | 33 |