pyannote-speaker-diarization / reproducible_research /2.0.1 /CALLHOME.SpeakerDiarization.CALLHOME.test.eval
Hervé BREDIN
doc: update README
a9aab1c
diarization error rate total correct correct false alarm false alarm missed detection missed detection confusion confusion
% % % % %
item
iaab 28.85 43.87 36.16 82.42 4.94 11.27 5.01 11.41 2.71 6.17
iaad 19.24 335.25 275.98 82.32 5.23 1.56 53.93 16.09 5.34 1.59
iaae 32.55 105.89 72.02 68.01 0.60 0.57 28.31 26.73 5.56 5.25
iaaf 28.56 70.37 52.40 74.46 2.12 3.01 13.82 19.63 4.16 5.91
iaag 32.76 117.45 90.20 76.80 11.22 9.55 19.15 16.31 8.10 6.90
iaai 23.25 82.64 64.25 77.75 0.82 0.99 15.39 18.62 3.00 3.63
iaaj 33.03 244.04 167.30 68.55 3.87 1.59 65.12 26.68 11.62 4.76
iaam 23.46 61.21 48.44 79.13 1.58 2.59 5.32 8.69 7.46 12.18
iaap 31.69 104.70 74.90 71.53 3.37 3.22 19.83 18.94 9.97 9.52
iaaq 40.94 61.28 36.56 59.66 0.37 0.60 10.16 16.58 14.56 23.75
iaar 40.56 115.40 88.29 76.51 19.70 17.07 14.99 12.99 12.12 10.50
iaas 26.17 209.43 155.97 74.47 1.34 0.64 38.96 18.60 14.50 6.92
iaaw 16.89 72.48 61.43 84.75 1.19 1.64 10.83 14.94 0.22 0.31
iaay 32.28 61.04 44.88 73.52 3.54 5.80 13.04 21.37 3.12 5.11
iaaz 32.86 107.98 74.16 68.67 1.65 1.53 33.58 31.10 0.24 0.23
iaba 40.15 455.81 284.79 62.48 11.97 2.63 121.06 26.56 49.96 10.96
iabe 35.20 90.45 63.38 70.07 4.77 5.28 15.73 17.39 11.34 12.54
iabg 14.93 83.78 73.26 87.45 1.99 2.38 8.87 10.59 1.64 1.96
iabj 10.33 119.05 108.39 91.04 1.63 1.37 10.49 8.81 0.17 0.15
iabo 56.50 59.73 29.65 49.64 3.67 6.14 9.43 15.79 20.65 34.57
iabp 21.48 57.68 45.87 79.52 0.58 1.01 8.04 13.94 3.77 6.54
iabt 33.31 75.10 52.14 69.43 2.06 2.74 14.84 19.76 8.12 10.81
iabv 22.41 84.94 66.09 77.81 0.19 0.23 17.68 20.82 1.16 1.37
iabw 11.81 65.73 59.04 89.82 1.07 1.63 5.73 8.72 0.96 1.46
iaby 15.70 86.85 77.84 89.63 4.63 5.33 7.35 8.47 1.65 1.90
iaca 35.90 89.41 58.00 64.87 0.69 0.77 24.75 27.68 6.66 7.45
iacb 29.92 95.49 72.17 75.58 5.25 5.49 16.04 16.80 7.28 7.62
iacd 58.95 54.95 24.42 44.44 1.86 3.39 8.11 14.76 22.42 40.80
iacf 31.13 311.34 218.19 70.08 3.78 1.21 65.71 21.10 27.44 8.81
iacg 49.54 581.46 324.42 55.79 31.04 5.34 74.94 12.89 182.10 31.32
iach 22.17 71.90 58.38 81.20 2.42 3.37 9.74 13.55 3.77 5.25
iacj 30.67 111.14 79.70 71.71 2.65 2.39 22.31 20.08 9.13 8.21
iacl 11.11 72.09 67.24 93.27 3.16 4.38 4.02 5.58 0.83 1.15
iacp 23.29 78.87 64.15 81.34 3.65 4.62 12.25 15.53 2.47 3.13
iact 37.64 77.53 50.05 64.55 1.70 2.19 20.34 26.23 7.15 9.22
iacu 18.54 67.00 58.09 86.71 3.51 5.24 6.73 10.04 2.18 3.25
iacv 13.81 67.96 61.84 90.99 3.26 4.80 5.61 8.26 0.51 0.75
iacw 9.03 63.90 59.24 92.71 1.11 1.73 4.66 7.29 0.00 0.00
iacy 28.67 50.91 39.01 76.62 2.69 5.29 6.33 12.44 5.57 10.94
iacz 17.55 96.50 82.35 85.34 2.79 2.89 11.55 11.97 2.59 2.69
iadb 13.15 44.38 40.51 91.29 1.97 4.44 3.69 8.32 0.17 0.39
iadc 26.91 90.45 67.77 74.93 1.67 1.84 21.41 23.67 1.27 1.40
iadd 82.27 55.02 13.22 24.03 3.47 6.30 3.24 5.88 38.56 70.08
iade 20.52 73.40 63.36 86.32 5.02 6.84 6.52 8.88 3.53 4.80
iadf 34.61 64.65 46.42 71.80 4.14 6.40 7.85 12.15 10.38 16.05
iadh 21.27 390.43 315.92 80.92 8.54 2.19 67.79 17.36 6.72 1.72
iadi 19.25 77.85 65.22 83.77 2.35 3.02 10.93 14.04 1.70 2.19
iadl 35.89 57.93 42.07 72.62 4.93 8.51 6.16 10.63 9.70 16.75
iadn 24.12 56.48 43.96 77.83 1.10 1.95 6.01 10.65 6.51 11.52
iado 16.04 70.46 61.49 87.27 2.34 3.32 5.38 7.64 3.59 5.09
iadp 35.01 56.41 42.34 75.05 5.68 10.07 5.91 10.48 8.16 14.47
iadr 29.64 276.34 200.48 72.55 6.03 2.18 65.78 23.80 10.08 3.65
iads 24.90 83.44 65.14 78.07 2.48 2.97 9.02 10.81 9.28 11.12
iadv 38.57 67.11 41.92 62.46 0.69 1.03 20.30 30.25 4.89 7.29
iadw 13.22 66.43 60.21 90.64 2.57 3.87 5.40 8.12 0.82 1.23
iaea 21.83 96.69 80.70 83.47 5.12 5.29 12.87 13.32 3.11 3.22
iaec 42.31 135.03 87.30 64.65 9.41 6.97 23.21 17.19 24.52 18.16
iaeg 24.37 56.94 46.49 81.64 3.42 6.01 8.86 15.56 1.59 2.80
iaeh 17.45 65.21 55.41 84.97 1.58 2.42 5.67 8.69 4.13 6.34
iaej 8.71 57.45 53.49 93.11 1.04 1.82 3.24 5.65 0.72 1.25
iaem 24.77 57.13 44.64 78.14 1.67 2.92 6.42 11.23 6.07 10.63
iaeo 20.12 56.20 46.37 82.51 1.48 2.63 9.25 16.45 0.58 1.04
iaeq 26.54 151.02 118.28 78.32 7.34 4.86 11.73 7.77 21.00 13.91
iaer 28.96 192.23 137.25 71.40 0.69 0.36 46.53 24.20 8.45 4.40
iaev 12.66 71.39 63.11 88.40 0.76 1.06 6.27 8.78 2.01 2.82
iaew 19.03 57.23 52.15 91.13 5.81 10.16 4.08 7.13 1.00 1.74
iaey 18.51 71.81 64.40 89.68 5.89 8.20 6.15 8.56 1.26 1.76
iaez 31.91 141.98 103.06 72.58 6.38 4.49 25.36 17.86 13.56 9.55
iafa 23.79 57.79 45.66 79.02 1.62 2.80 5.70 9.86 6.43 11.12
iafc 24.41 88.38 71.59 81.00 4.78 5.41 11.32 12.81 5.47 6.19
iafd 27.84 62.12 46.39 74.68 1.57 2.52 9.40 15.13 6.33 10.19
iafe 37.72 283.67 188.02 66.28 11.34 4.00 79.05 27.87 16.60 5.85
iafg 33.50 74.02 49.88 67.39 0.66 0.89 18.20 24.58 5.94 8.03
iafh 61.67 109.81 58.71 53.47 16.63 15.14 14.91 13.58 36.19 32.96
iafi 24.83 74.67 57.46 76.96 1.33 1.79 14.75 19.75 2.46 3.29
iafl 33.91 86.42 60.03 69.47 2.92 3.38 21.27 24.61 5.12 5.92
iafm 13.93 58.24 51.85 89.02 1.72 2.95 3.54 6.08 2.85 4.90
iafn 40.08 367.71 229.33 62.37 8.99 2.45 103.21 28.07 35.17 9.57
iafp 29.63 298.85 225.23 75.37 14.94 5.00 40.64 13.60 32.99 11.04
iafr 26.35 122.14 103.16 84.46 13.21 10.81 10.93 8.95 8.05 6.59
iafs 38.18 111.66 76.36 68.38 7.33 6.56 22.05 19.75 13.25 11.86
iaft 18.26 65.79 54.14 82.29 0.36 0.55 10.31 15.67 1.34 2.04
iafu 28.13 85.37 65.05 76.19 3.69 4.32 8.61 10.09 11.71 13.72
iafv 15.10 88.81 76.42 86.05 1.02 1.14 10.77 12.12 1.63 1.83
iafw 40.49 64.51 40.03 62.05 1.64 2.54 14.49 22.47 9.99 15.48
iafx 46.94 130.12 70.80 54.42 1.77 1.36 39.24 30.16 20.07 15.43
iafy 14.44 65.16 56.78 87.14 1.03 1.58 8.36 12.83 0.02 0.03
iaga 38.37 86.82 54.36 62.61 0.85 0.98 24.12 27.78 8.34 9.60
iagc 49.92 631.63 363.19 57.50 46.84 7.42 75.28 11.92 193.17 30.58
iagd 35.96 70.09 46.41 66.22 1.53 2.18 8.44 12.04 15.24 21.75
iagf 20.50 54.83 45.49 82.96 1.90 3.46 2.59 4.73 6.75 12.31
iagg 12.86 338.28 306.76 90.68 11.97 3.54 18.02 5.33 13.51 3.99
iagj 35.89 388.50 260.57 67.07 11.50 2.96 103.59 26.67 24.33 6.26
iagk 16.38 85.67 73.03 85.25 1.39 1.63 10.86 12.67 1.78 2.08
iagl 28.89 61.26 50.59 82.59 7.03 11.48 2.77 4.52 7.90 12.89
iago 13.71 67.12 58.15 86.63 0.23 0.34 8.10 12.07 0.87 1.30
iagq 23.12 60.02 52.20 86.97 6.06 10.10 4.82 8.04 2.99 4.99
iagv 24.33 286.20 220.73 77.12 4.17 1.46 47.59 16.63 17.88 6.25
iagx 56.19 383.32 173.37 45.23 5.44 1.42 88.22 23.01 121.73 31.76
iagy 34.59 338.66 233.32 68.89 11.81 3.49 72.24 21.33 33.11 9.78
iaha 22.30 67.80 56.83 83.82 4.15 6.12 9.58 14.13 1.39 2.05
iahb 39.31 457.31 294.81 64.47 17.28 3.78 72.96 15.95 89.54 19.58
iahc 13.91 106.42 95.57 89.80 3.96 3.72 7.94 7.47 2.91 2.73
iahe 15.87 315.58 273.40 86.63 7.90 2.50 39.33 12.46 2.85 0.90
iahh 16.32 67.10 58.93 87.83 2.78 4.14 6.70 9.98 1.47 2.19
iahk 19.39 253.63 210.56 83.02 6.12 2.41 30.62 12.07 12.44 4.91
iahl 28.99 52.35 43.06 82.25 5.89 11.24 1.94 3.71 7.35 14.04
iahm 15.73 65.43 59.12 90.35 3.98 6.08 6.18 9.44 0.13 0.20
iahn 23.24 123.21 102.05 82.82 7.48 6.07 10.97 8.91 10.19 8.27
iaht 12.73 61.02 55.27 90.58 2.02 3.30 4.68 7.67 1.07 1.75
iahx 27.05 76.43 58.04 75.95 2.29 3.00 15.20 19.89 3.18 4.16
iahz 9.78 86.79 79.43 91.52 1.13 1.30 7.26 8.36 0.10 0.12
iaic 18.44 54.84 45.28 82.56 0.55 1.00 8.63 15.74 0.93 1.70
iaif 20.86 373.38 303.62 81.32 8.11 2.17 54.38 14.57 15.38 4.12
iaih 39.43 84.54 52.67 62.30 1.46 1.73 21.07 24.92 10.80 12.78
iaij 57.97 425.99 200.83 47.14 21.77 5.11 125.23 29.40 99.93 23.46
iaim 36.57 63.55 46.00 72.38 5.68 8.94 5.23 8.23 12.33 19.40
iain 14.75 74.91 64.63 86.28 0.77 1.03 9.82 13.10 0.46 0.62
iaip 23.75 425.77 341.05 80.10 16.38 3.85 30.49 7.16 54.23 12.74
iaiq 20.25 288.95 249.63 86.39 19.19 6.64 21.87 7.57 17.45 6.04
iair 28.03 62.84 47.08 74.93 1.86 2.95 12.00 19.09 3.76 5.99
iaix 39.02 56.79 38.64 68.04 4.01 7.06 7.44 13.10 10.71 18.86
iaiy 39.63 146.05 90.38 61.88 2.21 1.52 19.07 13.06 36.60 25.06
iaja 25.07 85.67 64.97 75.84 0.78 0.91 19.51 22.77 1.19 1.39
iajb 22.67 182.24 144.64 79.37 3.70 2.03 31.00 17.01 6.60 3.62
iajc 31.72 58.74 40.76 69.40 0.66 1.12 13.13 22.35 4.85 8.26
iaje 37.21 58.71 38.58 65.71 1.71 2.92 6.98 11.89 13.15 22.40
iajg 34.27 177.43 122.59 69.09 5.97 3.37 29.97 16.89 24.86 14.01
iaji 30.40 78.34 58.24 74.35 3.71 4.74 15.33 19.57 4.77 6.08
iajk 30.39 92.21 68.49 74.28 4.31 4.67 15.30 16.59 8.42 9.14
iajl 11.74 58.66 53.58 91.33 1.80 3.08 3.71 6.33 1.37 2.33
iajm 14.81 62.31 55.80 89.56 2.72 4.36 6.02 9.66 0.49 0.79
iajn 25.38 232.31 180.39 77.65 7.04 3.03 29.85 12.85 22.08 9.50
iajq 66.45 172.33 86.22 50.03 28.41 16.48 51.92 30.13 34.20 19.84
iajs 21.46 200.82 166.75 83.03 9.03 4.50 22.43 11.17 11.64 5.80
iaju 24.91 102.17 78.70 77.02 1.97 1.93 15.72 15.39 7.76 7.59
iajv 21.11 75.33 60.85 80.77 1.42 1.89 13.13 17.43 1.35 1.80
iajw 11.16 80.53 73.27 90.99 1.73 2.15 6.59 8.19 0.66 0.82
iajx 29.20 63.21 45.60 72.14 0.85 1.34 9.91 15.67 7.70 12.19
iakb 20.07 80.15 64.45 80.41 0.38 0.48 13.44 16.77 2.26 2.82
iakc 17.63 73.70 63.06 85.56 2.35 3.18 9.37 12.72 1.27 1.72
iakd 23.93 72.78 55.58 76.37 0.22 0.30 15.56 21.38 1.64 2.25
iakf 18.77 218.21 185.44 84.98 8.18 3.75 25.63 11.74 7.14 3.27
iakg 31.97 160.03 109.97 68.72 1.09 0.68 47.54 29.71 2.52 1.58
iaki 22.55 184.77 154.28 83.50 11.17 6.05 17.54 9.49 12.95 7.01
iakl 13.84 70.73 65.00 91.89 4.06 5.74 4.79 6.77 0.94 1.33
iakm 21.25 62.98 50.84 80.72 1.24 1.98 10.19 16.18 1.95 3.10
iakn 20.33 164.25 133.48 81.27 2.62 1.59 27.21 16.56 3.56 2.17
iakr 29.81 206.86 161.67 78.15 16.47 7.96 10.86 5.25 34.33 16.60
iala 33.84 89.76 59.97 66.81 0.58 0.65 26.47 29.49 3.32 3.70
ialb 54.83 171.27 81.75 47.73 4.38 2.56 63.25 36.93 26.27 15.34
ialc 14.24 74.18 64.20 86.54 0.58 0.78 8.48 11.43 1.51 2.03
iale 27.94 49.93 36.98 74.07 1.00 2.01 7.28 14.58 5.67 11.35
ialh 23.15 121.18 95.26 78.61 2.14 1.77 22.90 18.89 3.02 2.49
iali 21.55 111.75 89.68 80.25 2.02 1.81 18.31 16.38 3.76 3.36
ialj 22.04 92.54 77.65 83.91 5.51 5.95 10.13 10.95 4.76 5.14
ialk 28.27 589.43 450.54 76.44 27.74 4.71 83.72 14.20 55.17 9.36
iall 18.62 200.77 167.65 83.50 4.26 2.12 19.46 9.69 13.66 6.81
ialo 24.79 77.35 59.10 76.41 0.93 1.20 18.00 23.28 0.24 0.31
ialp 34.05 79.91 53.16 66.52 0.46 0.57 20.76 25.98 5.99 7.49
ialq 8.40 64.89 60.91 93.87 1.47 2.26 3.95 6.09 0.03 0.04
ialr 23.59 71.87 55.13 76.71 0.21 0.29 9.04 12.57 7.71 10.72
ials 19.75 77.06 62.77 81.46 0.93 1.21 8.48 11.01 5.81 7.53
ialt 23.14 93.40 74.65 79.92 2.85 3.06 13.79 14.76 4.97 5.32
ialv 19.38 63.72 53.41 83.81 2.04 3.20 7.30 11.46 3.01 4.73
ialw 20.72 40.10 36.09 89.99 4.29 10.71 2.22 5.54 1.79 4.47
ialx 85.31 71.61 11.19 15.63 0.67 0.94 22.15 30.93 38.27 53.45
iamg 39.49 790.99 488.09 61.71 9.48 1.20 225.46 28.50 77.44 9.79
iamh 39.27 56.73 41.60 73.33 7.15 12.60 4.16 7.33 10.97 19.33
iami 26.49 52.00 42.98 82.65 4.75 9.14 6.70 12.89 2.32 4.46
iamk 16.55 66.92 58.38 87.25 2.54 3.80 6.04 9.03 2.49 3.72
iaml 59.96 125.23 54.48 43.50 4.34 3.47 19.92 15.91 50.83 40.59
iamp 16.95 63.80 55.93 87.66 2.94 4.61 5.76 9.02 2.12 3.32
iamr 43.63 86.47 53.39 61.75 4.65 5.38 10.36 11.98 22.72 26.28
iams 31.84 362.50 262.54 72.43 15.46 4.27 63.21 17.44 36.75 10.14
iamu 32.32 134.32 105.29 78.39 14.38 10.71 15.39 11.46 13.63 10.15
iamv 14.34 81.30 71.22 87.60 1.58 1.94 9.40 11.57 0.67 0.83
iamw 27.87 698.29 523.08 74.91 19.38 2.77 152.57 21.85 22.64 3.24
iamz 25.85 69.95 53.66 76.71 1.80 2.57 14.02 20.04 2.27 3.25
ianb 21.36 348.27 283.75 81.47 9.88 2.84 50.34 14.45 14.18 4.07
iand 22.84 90.71 78.98 87.07 8.99 9.91 6.38 7.04 5.34 5.89
ianf 14.12 93.90 82.86 88.24 2.22 2.36 11.00 11.71 0.04 0.04
iang 32.81 60.59 44.18 72.91 3.47 5.73 4.42 7.30 11.99 19.79
ianh 19.56 61.13 50.22 82.15 1.04 1.71 7.63 12.49 3.28 5.36
ianj 38.46 121.69 75.92 62.39 1.03 0.85 36.47 29.97 9.30 7.64
ianp 31.35 55.40 41.24 74.43 3.20 5.78 4.18 7.55 9.98 18.02
ianq 15.43 104.48 95.32 91.23 6.96 6.66 7.11 6.81 2.05 1.96
ianr 38.89 274.84 175.38 63.81 7.43 2.70 79.12 28.79 20.35 7.40
ians 21.19 272.42 221.36 81.26 6.66 2.44 25.71 9.44 25.35 9.30
ianv 36.23 250.98 167.91 66.90 7.86 3.13 54.69 21.79 28.39 11.31
ianx 25.28 128.56 97.36 75.73 1.29 1.01 29.40 22.87 1.80 1.40
iaob 28.55 70.89 52.15 73.57 1.50 2.11 17.65 24.89 1.09 1.54
iaoe 29.40 59.76 42.67 71.40 0.48 0.80 16.20 27.10 0.89 1.49
iaog 19.02 67.08 54.96 81.93 0.64 0.95 9.41 14.03 2.71 4.04
iaoi 23.23 82.96 65.76 79.26 2.06 2.49 17.12 20.63 0.09 0.10
iaoj 16.44 80.32 71.51 89.03 4.39 5.47 7.81 9.73 1.00 1.24
iaom 39.24 101.10 62.71 62.03 1.28 1.27 25.21 24.94 13.18 13.03
iaon 10.06 210.46 194.81 92.56 5.52 2.62 13.71 6.52 1.94 0.92
iaop 46.70 263.53 146.17 55.47 5.70 2.16 67.41 25.58 49.95 18.95
iaos 25.42 249.10 193.43 77.65 7.64 3.07 47.05 18.89 8.62 3.46
iaou 17.44 55.57 49.38 88.86 3.50 6.31 5.24 9.44 0.95 1.70
iaov 32.69 163.78 119.43 72.92 9.19 5.61 34.80 21.25 9.55 5.83
iaoz 23.16 86.45 69.51 80.40 3.08 3.56 13.93 16.11 3.01 3.49
iapa 43.07 75.10 42.76 56.94 0.01 0.01 22.90 30.49 9.44 12.57
iapb 20.69 64.86 52.71 81.27 1.27 1.96 10.29 15.86 1.86 2.87
iapc 36.12 44.33 34.57 77.99 6.26 14.11 6.07 13.69 3.69 8.32
iapg 45.04 61.14 35.35 57.82 1.75 2.86 16.35 26.74 9.44 15.44
iapj 20.10 54.77 46.34 84.61 2.58 4.72 7.55 13.79 0.87 1.60
iapl 39.60 65.58 47.19 71.96 7.58 11.56 15.70 23.94 2.69 4.10
iapq 28.86 112.62 86.43 76.74 6.31 5.60 12.84 11.40 13.36 11.86
iapt 26.02 120.35 91.30 75.86 2.26 1.88 12.15 10.09 16.91 14.05
iaqb 37.26 100.33 76.20 75.95 13.26 13.22 14.41 14.37 9.71 9.68
iaqd 36.73 107.02 71.02 66.36 3.31 3.09 18.11 16.92 17.89 16.72
iaqo 35.20 149.00 100.03 67.14 3.49 2.34 35.90 24.09 13.07 8.77
iaqp 26.04 66.56 50.52 75.90 1.29 1.94 10.19 15.30 5.85 8.80
iaqq 36.03 54.92 37.17 67.68 2.04 3.71 6.42 11.68 11.33 20.64
iaqr 22.88 71.79 57.07 79.49 1.70 2.37 11.36 15.82 3.36 4.68
iaqt 16.08 78.57 67.32 85.69 1.38 1.76 10.41 13.25 0.83 1.06
iaqv 37.61 80.44 51.09 63.52 0.91 1.13 14.83 18.43 14.52 18.05
iaqw 17.21 523.30 439.10 83.91 5.84 1.12 75.12 14.36 9.08 1.74
iaqy 59.73 56.61 28.15 49.73 5.36 9.46 5.40 9.54 23.05 40.73
iaqz 42.53 189.24 114.22 60.36 5.46 2.88 42.66 22.54 32.37 17.10
iara 26.10 85.36 63.09 73.91 0.01 0.01 11.61 13.60 10.66 12.49
iarb 78.90 64.96 18.32 28.21 4.62 7.11 9.92 15.28 36.71 56.52
iarc 28.42 75.15 54.32 72.28 0.52 0.70 17.39 23.14 3.44 4.58
iare 8.87 78.16 72.50 92.75 1.27 1.62 4.69 6.00 0.98 1.25
iari 30.61 71.83 50.95 70.92 1.11 1.54 9.42 13.11 11.47 15.96
iarj 31.43 80.83 56.70 70.15 1.27 1.58 17.27 21.37 6.86 8.48
iarm 21.36 130.15 104.55 80.33 2.20 1.69 21.73 16.70 3.86 2.97
iarn 18.92 75.98 65.42 86.11 3.82 5.03 8.74 11.50 1.82 2.39
iarp 37.88 73.62 47.17 64.08 1.44 1.96 15.85 21.53 10.60 14.40
iarq 48.22 128.41 70.64 55.01 4.14 3.23 26.42 20.58 31.35 24.41
iart 43.10 110.02 62.87 57.14 0.26 0.24 44.98 40.88 2.17 1.97
iarw 19.30 71.95 61.19 85.04 3.13 4.35 8.00 11.12 2.76 3.84
iarx 20.92 75.51 60.36 79.94 0.65 0.86 13.70 18.15 1.44 1.91
iary 22.84 92.82 72.90 78.54 1.28 1.38 13.76 14.82 6.16 6.64
iarz 28.51 78.08 56.23 72.02 0.42 0.53 13.00 16.65 8.84 11.32
iasa 37.80 57.47 38.19 66.45 2.44 4.25 12.36 21.50 6.92 12.05
iasb 15.80 79.10 70.26 88.82 3.65 4.62 4.72 5.97 4.12 5.20
iasf 28.95 85.51 64.74 75.71 3.98 4.65 13.45 15.73 7.32 8.57
iash 51.45 236.98 160.62 67.78 45.56 19.23 27.00 11.40 49.36 20.83
iasl 11.16 72.28 66.64 92.19 2.42 3.35 4.84 6.69 0.80 1.11
iasn 35.77 86.26 68.28 79.16 12.88 14.93 9.87 11.44 8.11 9.40
iass 45.67 110.58 73.66 66.62 13.59 12.29 22.04 19.93 14.87 13.45
iasv 26.05 50.19 40.06 79.82 2.95 5.87 4.87 9.71 5.25 10.46
iasx 39.74 92.06 56.24 61.09 0.76 0.82 18.65 20.26 17.17 18.65
iasy 43.15 89.42 51.66 57.78 0.82 0.92 28.60 31.98 9.16 10.24
iata 25.26 59.21 46.42 78.40 2.17 3.66 6.08 10.26 6.71 11.34
iatd 17.94 72.05 64.99 90.20 5.87 8.14 3.73 5.18 3.33 4.62
iatf 47.55 63.81 34.14 53.50 0.67 1.05 12.39 19.41 17.29 27.09
TOTAL 30.24 32224.95 23677.80 73.48 1196.56 3.71 5433.78 16.86 3113.37 9.66