-
Notifications
You must be signed in to change notification settings - Fork 0
/
result_willow.txt
89 lines (69 loc) · 3.88 KB
/
result_willow.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
standart yöntem
face motorbike car duck winebottle
99.99 ± 0.03 98.57 ± 1.74 94.95 ± 2.78 93.85 ± 3.07 99.52 ± 0.56 97.38 ± 0.97
face motorbike car duck winebottle
100.00 100.00 85.50 93.67 100.00 95.83
average inference time: 71.52317504882812
98.8
HybridGraphModel Yontem 15-epoch L=10 num steps
face motorbike car duck winebottle
100.00 ± 0.00 98.57 ± 1.74 96.25 ± 1.29 93.02 ± 3.26 99.53 ± 0.50 97.47 ± 0.73
face motorbike car duck winebottle
100.00 100.00 96.00 90.00 99.13 97.03
average inference time: 55.27492446899414
98.53333333333333
GraphSAGE Yontem 15-epoch L=10 num steps
face motorbike car duck winebottle
99.99 ± 0.05 81.80 ± 5.65 91.90 ± 2.56 88.83 ± 3.76 94.67 ± 2.01 91.44 ± 1.74
face motorbike car duck winebottle
100.00 81.50 92.50 87.00 96.74 91.55
average inference time: 15.904332542419434
94.83478260869565
HybridGNN Yontem 15-epoch L=10 num steps
face motorbike car duck winebottle
99.98 ± 0.06 86.45 ± 4.58 80.15 ± 4.70 72.32 ± 3.83 91.74 ± 3.09 86.13 ± 1.53
face motorbike car duck winebottle
99.89 84.00 82.00 68.67 90.43 85.00
average inference time: 59.575372314453126
88.4927536231884
EdgeGNN Yontem 15-epoch L=10 num steps
face motorbike car duck winebottle
99.74 ± 0.22 75.93 ± 4.57 85.22 ± 4.49 82.47 ± 3.29 92.87 ± 2.18 87.24 ± 1.39
face motorbike car duck winebottle
100.00 74.00 82.00 79.67 91.96 85.52
average inference time: 17.304850769042968
89.90434782608695
--------------------------------------------------------------------
standart yöntem
face motorbike car duck winebottle
100.00 ± 0.00 99.40 ± 0.88 95.85 ± 2.22 94.50 ± 2.27 99.08 ± 1.00 97.77 ± 0.71
average inference time: 100.65039367675782
99.06666666666668
HybridGraphModel Yontem 15-epoch L=20 num steps
face motorbike car duck winebottle
100.00 ± 0.00 99.20 ± 1.21 97.80 ± 0.97 92.50 ± 2.78 99.45 ± 0.55 97.79 ± 0.64
98.90579710144928
Run 20:
face motorbike car duck winebottle
100.00 96.00 98.50 89.33 99.35 96.64
average inference time: 75.68376922607422
GraphSAGE Yontem 15-epoch L=20 num steps
face motorbike car duck winebottle
100.00 ± 0.00 81.12 ± 3.71 90.85 ± 3.36 85.73 ± 3.81 94.23 ± 1.59 90.39 ± 1.38
face motorbike car duck winebottle
100.00 85.50 90.50 89.00 93.91 91.78
average inference time: 29.988511657714845
92.77681159420288
HybridGNN Yontem 15-epoch L=20 num steps
face motorbike car duck winebottle
99.90 ± 0.27 82.93 ± 7.35 75.03 ± 9.45 72.58 ± 4.88 92.68 ± 2.89 84.62 ± 3.01
face motorbike car duck winebottle
100.00 77.00 58.00 76.00 91.30 80.46
average inference time: 76.51171875
90.4840579710145
EdgeGNN Yontem 15-epoch L=20 num steps
face motorbike car duck winebottle
99.93 ± 0.15 74.75 ± 4.08 84.93 ± 4.21 83.43 ± 3.34 94.04 ± 2.02 87.42 ± 1.70
99.55 71.00 87.00 80.00 95.22 86.55
average inference time: 36.129241180419925
91.90144927536232