Dataset Image Classification on ImageNet

Image Classification on ImageNet

#
MODEL
REPOSITORY
TOP 1 ACCURACY TOP 5 ACCURACY SPEED
PAPER
ε-REPRODUCES PAPER
1
86.4% 98.0% 15.6
2
86.1% 97.9% 19.1
--
3
85.9% 97.8% 37.6
--
4
85.4% 97.6% 32.0
5
85.4% 97.6% 31.6
6
85.1% 97.4% 60.5
7
85.1% 97.4% 61.6
8
85.0% 97.6% 84.1
--
9
84.9% 97.2% 43.1
--
10
84.3% 96.9% 39.5
--
11
84.2% 97.2% 135.5
--
12
84.2% 97.2% 150.9
--
13
84.1% 96.9% 73.6
--
14
84.1% 96.7% 40.4
15
84.1% 96.9% 68.4
--
16
83.9% 96.8% 69.9
17
83.8% 96.8% 126.4
--
18
83.7% 96.8% 58.7
19
83.6% 96.7% 115.4
--
20
83.5% 97.1% 174.6
--
21
83.5% 96.7% 119.9
22
83.3% 96.9% 150.9
--
23
83.0% 96.3% 234.5
--
24
82.8% 96.2% 221.8
--
25
82.7% 96.0% 118.1
26
82.7% 96.6% 274.7
27
82.7% 96.6% 286.2
28
82.6% 96.6% 81.6
--
29
82.6% 96.0% 116.7
--
30
82.5% 97.6% 175.2
--
31
82.3% 96.0% 229.6
32
82.2% 96.2% 393.7
--
33
82.1% 95.7%
--
34
82.0% 97.2% 283.3
--
35
81.9% 95.8%
--
36
81.8% 95.9% 106.6
--
37
81.6% 95.7% 300.5
--
38
81.6% 96.0% 286.7
--
39
81.4% 95.8% 118.6
40
81.4% 95.4%
41
81.4% 95.6% 328.4
--
42
81.3% 95.7% 244.4
43
81.3% 95.5% 215.6
44
81.3% 96.8% 341.8
--
45
81.2% 95.7% 164.0
46
81.2% 95.4% 214.8
--
47
81.1% 95.3% 304.1
48
81.0% 95.4% 335.2
--
49
80.9% 95.7% 372.3
--
50
80.9% 95.5%
51
80.9% 95.3% 335.2
--
52
80.9% 95.3% 266.0
--
53
80.6% 95.0% 277.5
--
54
80.5% 95.2% 337.3
--
55
80.5% 95.3% 287.1
56
80.4% 95.2% 282.0
--
57
80.4% 95.0% 346.8
--
58
80.3% 95.6% 346.0
--
59
80.3% 94.9% 342.0
--
60
80.3% 95.2% 341.9
--
61
80.2% 95.0% 375.5
--
62
80.2% 94.9% 215.4
--
63
80.2% 95.0% 288.0
--
64
80.1% 95.0% 347.4
--
65
80.1% 94.9% 325.8
--
66
80.1% 95.0%
--
67
80.1% 95.1%
--
68
80.0% 94.9%
--
69
80.0% 94.8% 338.0
70
80.0% 94.9% 289.2
--
71
79.9% 94.8% 333.1
--
72
79.9% 94.8% 347.1
--
73
79.9% 94.8%
--
74
79.8% 94.7% 240.0
75
79.8% 94.7% 346.5
76
79.8% 94.9% 329.7
77
79.8% 94.7% 330.4
78
79.7% 94.7% 368.5
--
79
79.7% 94.7% 339.9
--
80
79.7% 94.9% 348.5
--
81
79.6% 94.6% 317.9
82
79.6% 94.7% 260.0
83
79.5% 94.6% 349.5
--
84
79.5% 94.5%
--
85
79.5% 94.6% 348.3
--
86
79.5% 94.6%
--
87
79.4% 95.0% 295.3
--
88
79.4% 94.7%
--
89
79.4% 94.5%
--
90
79.4% 94.7%
--
91
79.3% 94.5% 346.2
--
92
79.2% 94.8% 398.5
--
93
79.2% 94.4% 377.1
--
94
79.2% 94.6%
--
95
79.2% 94.4% 377.8
--
96
79.2% 94.5%
--
97
79.1% 94.6%
--
98
79.1% 94.6% 276.3
99
79.1% 94.2%
--
100
79.1% 94.4% 393.5
--
101
79.1% 94.5% 357.3
102
79.1% 94.5%
--
103
79.1% 94.4%
104
79.1% 94.4% 277.5
105
79.1% 94.4% 284.5
--
106
79.0% 94.4% 295.6
107
79.0% 94.5%
108
79.0% 94.5%
--
109
79.0% 94.5%
110
79.0% 94.4%
--
111
79.0% 94.3%
--
112
78.9% 94.4%
--
113
78.9% 94.2% 400.3
114
78.8% 94.2% 339.9
--
115
78.8% 94.1%
--
116
78.8% 94.2% 349.3
117
78.7% 94.4%
--
118
78.7% 94.2% 352.4
--
119
78.7% 94.3%
--
120
78.7% 94.3% 368.5
--
121
78.7% 94.3% 336.5
--