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
85.4% 97.3% 32.8
--
7
85.1% 97.6% 175.3
--
8
85.1% 97.3% 50.1
--
9
85.1% 97.4% 61.6
10
85.1% 97.4% 60.5
11
85.0% 97.6% 84.1
--
12
84.9% 97.2% 43.1
--
13
84.8% 97.1% 86.1
--
14
84.3% 96.9% 39.5
--
15
84.3% 97.2% 286.4
--
16
84.3% 97.3% 81.6
--
17
84.3% 97.0% 146.8
--
18
84.2% 97.2% 135.5
--
19
84.2% 97.2% 150.9
--
20
84.1% 96.9% 73.6
--
21
84.1% 96.7% 40.4
22
84.1% 96.9% 68.4
--
23
84.0% 97.2% 283.3
--
24
83.9% 96.8% 69.9
25
83.8% 96.8% 126.4
--
26
83.7% 96.8% 58.7
27
83.6% 96.7% 115.4
--
28
83.5% 97.1% 174.6
--
29
83.5% 96.7% 119.9
30
83.3% 96.9% 150.9
--
31
83.2% 96.4% 240.2
--
32
83.2% 96.8% 368.3
--
33
83.1% 96.8% 337.8
--
34
83.0% 96.3% 234.5
--
35
82.8% 96.2% 221.8
--
36
82.7% 96.0% 118.1
37
82.7% 96.6% 274.7
38
82.7% 96.6% 286.2
39
82.6% 96.0% 116.7
--
40
82.3% 96.0% 229.6
41
82.2% 96.2% 393.7
--
42
82.1% 95.7%
--
43
82.0% 96.4% 343.8
--
44
81.9% 95.8%
--
45
81.8% 95.6% 303.7
--
46
81.8% 95.9% 106.6
--
47
81.6% 95.7% 300.5
--
48
81.4% 95.8% 118.6
49
81.4% 95.4%
50
81.4% 95.6% 328.4
--
51
81.3% 95.7% 244.4
52
81.3% 95.5% 215.6
53
81.2% 95.7% 164.0
54
81.2% 95.4% 214.8
--
55
81.2% 96.0% 397.4
--
56
81.1% 95.3% 304.1
57
81.0% 95.4% 335.2
--
58
80.9% 95.5%
59
80.9% 95.3% 335.2
--
60
80.9% 95.3% 266.0
--
61
80.8% 95.2% 369.8
--
62
80.7% 95.2% 263.6
--
63
80.6% 95.0% 277.5
--
64
80.5% 95.2% 337.3
--
65
80.5% 95.3% 287.1
66
80.4% 95.2% 282.0
--
67
80.4% 95.0% 346.8
--
68
80.4% 94.9%
--
69
80.4% 95.1% 336.5
70
80.3% 94.9% 342.0
--
71
80.3% 95.0% 333.1
--
72
80.3% 95.2% 341.9
--
73
80.2% 95.0% 375.5
--
74
80.2% 94.9% 215.4
--
75
80.2% 95.0% 288.0
--
76
80.1% 95.0% 347.4
--
77
80.1% 94.9% 325.8
--
78
80.1% 95.0%
--
79
80.1% 95.1%
--
80
80.0% 94.8%
--
81
80.0% 94.8% 338.0
82
80.0% 94.9% 289.2
--
83
79.9% 94.8% 333.1
--
84
79.9% 94.8% 347.1
--
85
79.9% 94.8%
--
86
79.8% 94.7% 240.0
87
79.8% 94.7% 346.5
88
79.8% 94.9% 329.7
89
79.7% 94.8% 389.8
--
90
79.7% 94.7% 368.5
--
91
79.7% 94.7% 339.9
--
92
79.7% 94.9% 348.5
--
93
79.6% 94.6% 317.9
94
79.6% 94.7% 260.0
95
79.5% 94.6% 349.5
--
96
79.5% 94.7% 265.0
--
97
79.5% 94.7% 265.4
--
98
79.5% 94.5%
--
99
79.5% 94.6%
--
100
79.5% 94.6% 348.3
--
101
79.4% 95.0% 295.3
--
102
79.4% 94.7%
--
103
79.4% 94.5%
--
104
79.4% 94.7%
--
105
79.3% 94.5% 315.6
--
106
79.3% 94.5% 315.7
--
107
79.3% 94.5% 346.2
--
108
79.3% 94.4% 348.2
--
109
79.3% 94.3% 349.3
--
110
79.2% 94.4% 377.1
--
111
79.2% 94.6%
--
112
79.2% 94.4%
--
113
79.2% 94.4% 377.8
--
114
79.2% 94.5%
--
115
79.1% 94.6%
--
116
79.1% 94.6% 276.3
117
79.1% 94.2%
--
118
79.1% 94.4% 393.5
--
119
79.1% 94.5% 357.3
120
79.1% 94.5%
--
121
79.1% 94.4% 284.5
--