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
88.2% 98.5% 17.4
--
4
87.1% 98.2% 44.3
--
5
86.8% 98.1% 50.4
--
6
86.7% 98.0% 50.4
--
7
86.5% 97.9% 86.7
--
8
86.4% 97.9% 91.9
--
9
86.4% 98.0%
10
86.1% 97.9% 19.1
--
11
86.1% 97.8% 147.5
--
12
85.9% 97.8% 37.6
--
13
85.9% 97.7% 179.0
--
14
85.7% 97.5% 22.9
--
15
85.4% 97.6% 31.6
16
85.4% 97.6% 32.0
17
85.4% 97.4% 33.0
--
18
85.4% 97.3% 32.8
--
19
85.3% 97.4% 44.3
--
20
85.2% 97.6% 8.9
21
85.2% 97.5% 241.1
--
22
85.1% 97.3% 50.1
--
23
85.1% 97.4% 60.5
24
85.1% 97.4% 61.6
25
85.0% 97.6% 84.1
--
26
85.0% 97.4% 201.5
--
27
84.9% 97.2% 43.1
--
28
84.9% 97.3% 74.3
--
29
84.8% 97.6% 30.5
--
30
84.8% 97.1% 86.1
--
31
84.7% 97.2% 95.2
--
32
84.5% 97.0% 53.9
--
33
84.5% 97.0% 64.9
--
34
84.3% 96.9% 39.5
--
35
84.3% 97.2% 286.4
--
36
84.3% 97.0% 146.8
--
37
84.2% 97.2% 150.9
--
38
84.2% 97.2% 135.5
--
39
84.1% 96.9% 73.6
--
40
84.1% 96.7% 40.4
41
84.1% 96.9% 68.4
--
42
84.1% 96.9% 306.6
--
43
84.0% 96.9% 158.9
--
44
83.9% 96.8% 69.9
45
83.9% 96.9% 140.2
--
46
83.8% 96.8% 112.5
--
47
83.8% 96.8% 126.4
--
48
83.7% 96.8%
49
83.6% 96.7% 115.4
--
50
83.6% 96.9% 239.2
--
51
83.5% 97.1% 174.6
--
52
83.5% 96.7% 119.9
53
83.2% 96.4% 240.2
--
54
83.1% 96.0% 337.8
--
55
83.0% 96.4% 198.0
--
56
83.0% 96.3% 234.5
--
57
82.9% 96.3% 347.7
--
58
82.8% 96.3% 301.4
--
59
82.8% 96.2% 221.8
--
60
82.7% 96.0% 118.1
61
82.7% 96.6% 286.2
62
82.7% 96.6% 274.7
63
82.6% 97.3% 81.6
--
64
82.6% 96.5% 264.3
--
65
82.6% 96.0% 116.7
--
66
82.5% 96.5% 175.2
--
67
82.4% 96.3% 335.6
--
68
82.3% 96.0% 229.6
69
82.2% 96.1%
--
70
82.1% 95.7%
--
71
82.0% 96.3% 283.3
--
72
82.0% 96.0% 231.0
--
73
82.0% 95.9% 326.8
74
82.0% 95.9% 735.1
75
81.9% 95.8% 293.9
--
76
81.9% 95.4% 686.5
77
81.9% 95.8%
--
78
81.8% 95.4% 611.4
79
81.8% 96.1% 150.9
--
80
81.8% 95.6% 303.7
--
81
81.8% 95.9% 106.6
--
82
81.6% 95.7% 300.5
--
83
81.5% 95.7% 264.8
--
84
81.5% 95.7% 304.0
85
81.4% 95.8% 118.6
86
81.4% 95.6% 719.3
87
81.4% 95.6% 610.3
88
81.4% 95.7% 350.6
--
89
81.4% 95.4%
90
81.4% 95.5% 677.1
91
81.4% 95.6% 328.4
--
92
81.3% 95.7% 244.4
93
81.3% 95.6% 254.7
--
94
81.3% 95.5% 215.6
95
81.2% 95.7% 164.0
96
81.2% 95.4% 214.8
--
97
81.1% 95.6% 352.4
--
98
81.1% 95.3% 304.1
99
81.0% 95.4% 397.0
--
100
81.0% 95.4% 335.2
--
101
81.0% 95.3% 349.3
--
102
81.0% 95.4% 407.7
--
103
80.9% 95.7% 372.3
--
104
80.9% 95.5%
105
80.9% 95.3% 335.2
--
106
80.9% 95.3% 266.0
--
107
80.8% 95.2% 183.5
--
108
80.8% 95.2% 369.8
--
109
80.7% 95.2% 263.6
--
110
80.7% 94.8% 791.6
111
80.7% 94.8% 704.3
112
80.6% 95.3% 325.1
--
113
80.6% 95.3%
--
114
80.6% 95.0% 277.5
--
115
80.5% 94.9% 355.3
--
116
80.5% 95.2% 337.3
--
117
80.5% 95.3% 287.1
118
80.5% 95.3%
--
119
80.4% 95.2% 282.0
--
120
80.4% 95.0% 346.8
--
121
80.4% 94.9%