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
88.3% 98.7% 6.0
--
3
88.2% 98.6% 16.4
--
4
87.1% 98.2% 44.3
--
5
86.8% 98.1% 46.6
--
6
86.7% 98.0% 50.4
--
7
86.4% 97.9% 74.2
--
8
86.4% 97.9% 91.9
--
9
86.4% 98.0%
10
86.1% 97.9% 18.8
--
11
86.1% 97.8% 130.8
--
12
85.9% 97.7% 179.0
--
13
85.9% 97.8% 35.3
--
14
85.7% 97.5% 22.9
--
15
85.4% 97.6% 32.0
16
85.4% 97.6% 30.9
17
85.4% 97.3% 31.6
--
18
85.4% 97.4% 31.6
--
19
85.3% 97.4% 44.3
--
20
85.2% 97.6% 8.9
21
85.2% 97.5% 249.6
--
22
85.1% 97.2% 46.2
--
23
85.1% 97.6% 166.4
--
24
85.1% 97.4% 61.6
25
85.1% 97.4% 58.6
26
85.0% 97.6% 77.9
--
27
85.0% 97.4% 201.5
--
28
84.9% 97.2% 46.4
--
29
84.9% 97.3% 74.3
--
30
84.8% 97.6% 30.5
--
31
84.8% 97.1% 74.0
--
32
84.7% 97.2% 95.2
--
33
84.5% 97.0% 53.9
--
34
84.5% 97.0% 63.7
--
35
84.3% 96.9% 39.5
--
36
84.3% 97.2% 254.6
--
37
84.3% 97.0% 130.7
--
38
84.2% 97.3% 77.7
--
39
84.2% 97.2% 135.5
--
40
84.2% 97.2% 142.0
--
41
84.1% 96.9% 73.9
--
42
84.1% 96.7% 40.4
43
84.1% 96.9% 68.4
--
44
84.0% 96.9% 398.2
--
45
84.0% 96.9% 158.9
--
46
84.0% 97.2% 258.9
--
47
83.9% 96.8% 69.9
48
83.9% 96.9% 134.5
--
49
83.8% 96.8% 112.5
--
50
83.8% 96.7% 130.5
--
51
83.7% 96.8%
52
83.6% 96.7% 115.4
--
53
83.6% 96.9% 239.2
--
54
83.5% 97.1% 166.2
--
55
83.5% 96.7% 119.9
56
83.3% 96.8% 141.8
--
57
83.3% 96.4% 249.3
--
58
83.2% 96.8% 383.8
--
59
83.1% 96.8% 392.7
--
60
83.0% 96.3% 248.0
--
61
83.0% 96.4% 198.0
--
62
82.9% 96.3% 317.1
--
63
82.8% 96.3% 301.4
--
64
82.8% 96.0% 99.5
65
82.8% 96.2% 221.8
--
66
82.7% 96.6% 255.1
67
82.7% 96.6% 274.7
68
82.6% 96.0% 100.2
--
69
82.6% 96.5% 264.3
--
70
82.4% 96.2% 592.4
--
71
82.3% 96.0% 229.6
72
82.3% 96.1% 449.4
--
73
82.2% 96.1% 424.5
--
74
82.2% 96.2% 529.3
--
75
82.1% 95.7%
--
76
82.1% 96.0% 473.7
77
82.0% 96.0% 231.0
--
78
82.0% 95.9% 606.2
--
79
82.0% 95.9% 735.1
80
82.0% 96.4% 479.1
--
81
81.9% 95.4% 686.5
82
81.9% 95.4% 839.9
83
81.9% 95.8%
--
84
81.8% 95.6% 399.5
--
85
81.8% 95.9% 93.7
--
86
81.6% 95.7% 401.6
--
87
81.6% 95.7% 636.8
--
88
81.5% 95.7% 299.4
--
89
81.5% 95.5% 444.3
--
90
81.4% 95.8% 101.7
91
81.4% 95.6% 719.3
92
81.4% 95.7% 647.4
--
93
81.4% 95.4%
94
81.4% 95.5% 677.1
95
81.4% 95.5% 712.4
96
81.4% 95.6% 328.4
--
97
81.3% 95.7% 212.3
98
81.3% 95.5% 196.9
99
81.3% 95.6% 254.7
--
100
81.2% 95.4% 196.8
--
101
81.2% 95.6% 147.1
102
81.1% 96.0% 616.5
--
103
81.1% 95.6% 455.9
--
104
81.1% 95.3% 304.1
105
81.0% 95.4% 397.0
--
106
81.0% 95.4% 356.9
--
107
81.0% 95.3% 548.3
--
108
81.0% 95.4% 532.1
--
109
80.9% 95.5%
110
80.9% 95.3% 232.4
--
111
80.9% 95.3% 364.8
--
112
80.8% 95.2% 161.8
--
113
80.8% 95.2% 369.8
--
114
80.7% 95.2% 263.6
--
115
80.7% 94.8% 704.3
116
80.7% 94.8% 630.7
117
80.6% 95.0% 245.4
--
118
80.6% 95.3% 583.2
--
119
80.6% 95.3% 565.7
--
120
80.5% 95.2% 370.5
--
121
80.5% 94.9% 542.3