Dataset Image Classification on ImageNet

Image Classification on ImageNet

#
MODEL
REPOSITORY
TOP 1 ACCURACY TOP 5 ACCURACY SPEED
PAPER
ε-REPRODUCES PAPER
1
88.4% 98.6% 6.5
--
2
88.2% 98.5% 17.4
--
3
86.8% 98.1% 50.4
--
4
86.5% 97.9% 86.7
--
5
86.4% 98.0% 15.6
6
86.1% 97.9% 19.1
--
7
86.1% 97.8% 147.5
--
8
85.9% 97.8% 37.6
--
9
85.4% 97.6% 32.0
10
85.4% 97.6% 31.6
11
85.4% 97.4% 33.0
--
12
85.4% 97.3% 32.8
--
13
85.2% 97.5% 241.1
--
14
85.1% 97.6% 175.3
--
15
85.1% 97.3% 50.1
--
16
85.1% 97.4% 61.6
17
85.1% 97.4% 60.5
18
85.0% 97.6% 84.1
--
19
84.9% 97.2% 43.1
--
20
84.8% 97.1% 86.1
--
21
84.3% 96.9% 39.5
--
22
84.3% 97.2% 286.4
--
23
84.3% 97.3% 81.6
--
24
84.3% 97.0% 146.8
--
25
84.2% 97.2% 135.5
--
26
84.2% 97.2% 150.9
--
27
84.1% 96.9% 73.6
--
28
84.1% 96.7% 40.4
29
84.1% 96.9% 68.4
--
30
84.1% 96.9% 306.6
--
31
84.0% 97.2% 283.3
--
32
83.9% 96.8% 69.9
33
83.8% 96.8% 126.4
--
34
83.7% 96.8% 58.7
35
83.6% 96.7% 115.4
--
36
83.5% 97.1% 174.6
--
37
83.5% 96.7% 119.9
38
83.3% 96.9% 150.9
--
39
83.2% 96.4% 240.2
--
40
83.2% 96.8% 368.3
--
41
83.1% 96.8% 337.8
--
42
83.0% 96.3% 234.5
--
43
82.9% 96.4%
44
82.8% 96.2% 221.8
--
45
82.7% 96.0% 118.1
46
82.7% 96.6% 274.7
47
82.7% 96.6% 286.2
48
82.6% 96.0% 116.7
--
49
82.4% 96.3% 335.6
--
50
82.3% 96.0% 229.6
51
82.2% 96.2% 393.7
--
52
82.1% 95.7%
--
53
82.0% 96.4% 343.8
--
54
81.9% 95.8% 293.9
--
55
81.9% 95.8%
--
56
81.8% 95.6% 303.7
--
57
81.8% 95.9% 106.6
--
58
81.6% 95.7% 300.5
--
59
81.6% 95.7%
60
81.5% 95.9%
61
81.5% 95.7% 304.0
62
81.4% 95.8% 118.6
63
81.4% 95.7% 350.6
--
64
81.4% 95.4%
65
81.4% 95.6% 328.4
--
66
81.3% 95.7% 244.4
67
81.3% 95.5% 215.6
68
81.2% 95.7% 164.0
69
81.2% 95.4% 214.8
--
70
81.2% 96.0% 397.4
--
71
81.1% 95.3% 304.1
72
81.0% 95.4% 335.2
--
73
80.9% 95.5%
74
80.9% 95.3% 335.2
--
75
80.9% 95.3% 266.0
--
76
80.8% 95.2% 369.8
--
77
80.7% 95.2% 263.6
--
78
80.6% 95.3%
79
80.6% 95.3% 325.1
--
80
80.6% 95.0% 277.5
--
81
80.5% 94.9% 355.3
--
82
80.5% 95.2% 337.3
--
83
80.5% 95.3% 287.1
84
80.4% 95.2% 282.0
--
85
80.4% 95.0% 346.8
--
86
80.4% 94.9%
--
87
80.4% 95.1% 336.5
88
80.3% 94.9% 342.0
--
89
80.3% 95.0% 333.1
--
90
80.3% 95.2% 341.9
--
91
80.2% 95.0% 375.5
--
92
80.2% 94.9% 215.4
--
93
80.2% 95.0% 288.0
--
94
80.2% 94.6% 338.8
--
95
80.1% 95.2% 315.9
--
96
80.1% 94.9% 325.8
--
97
80.1% 95.0%
--
98
80.1% 95.1%
--
99
80.0% 94.8%
--
100
80.0% 94.8% 338.0
101
80.0% 94.9% 289.2
--
102
79.9% 94.8% 333.1
--
103
79.9% 94.8% 347.1
--
104
79.9% 94.8%
--
105
79.8% 94.7% 240.0
106
79.8% 94.7% 346.5
107
79.8% 94.9% 329.7
108
79.7% 94.8% 389.8
--
109
79.7% 94.7% 368.5
--
110
79.7% 94.7% 339.9
--
111
79.7% 94.9% 348.5
--
112
79.6% 94.6% 317.9
113
79.6% 94.7% 260.0
114
79.5% 94.6% 349.5
--
115
79.5% 94.7% 265.4
--
116
79.5% 94.7% 265.0
--
117
79.5% 94.5%
--
118
79.5% 94.6% 348.3
--
119
79.5% 94.6%
--
120
79.4% 95.0% 295.3
--
121
79.4% 94.7%