Dataset Image Classification on ImageNet

Image Classification on ImageNet

#
MODEL
REPOSITORY
TOP 1 ACCURACY TOP 5 ACCURACY SPEED
PAPER
ε-REPRODUCES PAPER
1
88.5% 98.7% 11.1
--
2
88.4% 98.6% 6.5
--
3
88.4% 98.6%
--
4
88.2% 98.5% 17.4
--
5
88.2% 98.5%
--
6
87.1% 98.2% 44.3
--
7
86.8% 98.1% 50.4
--
8
86.8% 98.1%
--
9
86.7% 98.0% 50.4
--
10
86.5% 97.9% 86.7
--
11
86.5% 97.9%
--
12
86.4% 97.9% 91.9
--
13
86.4% 98.0%
14
86.1% 97.9% 19.1
--
15
86.1% 97.9%
--
16
86.1% 97.8% 147.5
--
17
86.1% 97.8%
--
18
85.9% 97.8% 37.6
--
19
85.9% 97.8%
--
20
85.9% 97.7% 179.0
--
21
85.7% 97.5% 22.9
--
22
85.4% 97.6% 32.0
23
85.4% 97.6% 31.6
24
85.4% 97.6%
25
85.4% 97.4% 33.0
--
26
85.4% 97.4%
--
27
85.4% 97.3% 32.8
--
28
85.4% 97.3%
--
29
85.3% 97.4% 44.3
--
30
85.2% 97.6% 8.9
31
85.2% 97.5% 241.1
--
32
85.2% 97.5%
--
33
85.1% 97.6% 175.3
--
34
85.1% 97.6%
--
35
85.1% 97.3% 50.1
--
36
85.1% 97.3%
--
37
85.1% 97.4% 61.6
38
85.1% 97.4% 60.5
39
85.1% 97.4%
40
85.0% 97.6% 84.1
--
41
85.0% 97.6%
--
42
85.0% 97.4% 201.5
--
43
84.9% 97.2% 43.1
--
44
84.9% 97.2%
--
45
84.9% 97.3% 74.3
--
46
84.8% 97.6% 30.5
--
47
84.8% 97.1% 86.1
--
48
84.8% 97.1%
--
49
84.7% 97.2% 95.2
--
50
84.5% 97.0% 53.9
--
51
84.3% 96.9% 123.8
52
84.3% 96.9% 39.5
--
53
84.3% 97.2% 286.4
--
54
84.3% 97.2%
--
55
84.3% 97.3% 81.6
--
56
84.3% 97.3%
--
57
84.3% 97.0% 146.8
--
58
84.3% 97.0%
--
59
84.2% 97.2% 135.5
--
60
84.2% 97.2% 150.9
--
61
84.2% 97.2%
--
62
84.1% 96.9% 73.6
--
63
84.1% 96.9%
--
64
84.1% 96.7% 40.4
65
84.1% 96.9% 68.4
--
66
84.1% 96.9% 306.6
--
67
84.1% 96.9%
--
68
84.0% 96.9% 158.9
--
69
84.0% 97.2% 283.3
--
70
84.0% 97.2%
--
71
83.9% 96.8% 69.9
72
83.8% 96.8% 112.5
--
73
83.8% 96.8% 126.4
--
74
83.8% 96.8%
--
75
83.8% 96.7% 161.6
76
83.7% 96.8%
77
83.6% 96.7% 115.4
--
78
83.6% 96.9% 239.2
--
79
83.5% 97.1% 174.6
--
80
83.5% 97.1%
--
81
83.5% 96.7% 119.9
82
83.3% 96.9% 150.9
--
83
83.3% 96.9%
--
84
83.2% 96.4% 240.2
--
85
83.2% 96.4%
--
86
83.2% 96.8% 368.3
--
87
83.2% 96.8%
--
88
83.2% 96.2% 289.5
89
83.1% 96.8% 337.8
--
90
83.1% 96.8%
--
91
83.0% 96.4% 198.0
--
92
83.0% 96.3% 234.5
--
93
83.0% 96.3%
--
94
82.8% 96.3% 301.4
--
95
82.8% 96.3% 256.5
96
82.8% 96.2% 221.8
--
97
82.7% 96.0% 118.1
98
82.7% 96.0%
99
82.7% 96.6% 274.7
100
82.7% 96.6% 286.2
101
82.7% 96.6%
102
82.6% 96.5% 264.3
--
103
82.6% 96.0% 116.7
--
104
82.6% 96.0%
--
105
82.4% 96.3% 335.6
--
106
82.4% 96.3%
--
107
82.3% 96.0% 229.6
108
82.2% 96.2% 393.7
--
109
82.2% 96.2%
--
110
82.2% 96.1%
--
111
82.2% 96.1%
--
112
82.1% 95.7%
--
113
82.0% 96.1% 356.4
114
82.0% 96.0% 231.0
--
115
82.0% 95.9% 445.4
116
82.0% 96.4% 343.8
--
117
82.0% 96.4%
--
118
81.9% 95.8% 293.9
--
119
81.9% 95.8%
--
120
81.9% 95.8%
--
121
81.8% 95.6% 303.7