WebVision
Benchmarks
TaskDatasetSOTA resultTrendResults
WebVision mini (val)
81.84Top-1 Accuracy
78
WebVision 1.0 (val)
80.92Top-1 Acc
59
WebVision (val)
84.16Top-1 Acc
57
Webvision (test)
85.12Acc
57
WebVision 50 (val)
79.96Top-1 Acc
33
WebVision 50 (test)
85.3Top-1 Accuracy
29
WebVision 1000
75.78Top-1 Acc
28
WebVision mini 1.0 (val)
80.44Top-1 Acc
22
WebVision mini (test)
82.6Top-1 Acc
21
WebVision
80.88Top-1 Acc
21
WebVision-1000 (val)
76.5Top-1 Acc
21
WebVision first 50 classes (val)
80.5Top-1 Accuracy
15
WebVision mini
80.5Accuracy
9
WebVision 23
78.92Top-1 Accuracy
8
mini WebVision first 50 classes (val)
77.64Top-1 Acc
7
WebVision mini first 50 classes v1 (val)
79.28Top-1 Accuracy
7
WebVision 2017 (val)
74.6Top-1 Accuracy
7
WebVision (test)
77.32Accuracy
6
WebVision1k (test)
62.2C-F1
5
WebVision
79.37Accuracy
4
WebVision 10% labels (test)
43.08Top-1 Error
4