Survey on deep learning with class imbalance

Journal of Big Data

Table 4 Imbalanced CIFAR-10 classification with ROS [79]

	Total	Airplane	Automobile	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck
Dist. 2	0.72	0.77	0.80	0.57	0.51	0.68	0.64	0.81	0.78	0.84	0.82
Dist. 3	0.73	0.73	0.80	0.59	0.53	0.63	0.65	0.82	0.81	0.87	0.83
Dist. 4	0.73	0.76	0.82	0.60	0.54	0.68	0.63	0.81	0.78	0.85	0.83
Dist. 5	0.73	0.80	0.84	0.61	0.55	0.68	0.63	0.82	0.79	0.82	0.81
Dist. 6	0.73	0.75	0.86	0.65	0.51	0.65	0.66	0.81	0.78	0.85	0.80
Dist. 7	0.73	0.73	0.85	0.62	0.51	0.71	0.66	0.81	0.79	0.86	0.80
Dist. 8	0.73	0.78	0.84	0.62	0.56	0.66	0.64	0.81	0.77	0.83	0.80
Dist. 9	0.72	0.73	0.84	0.58	0.55	0.68	0.59	0.79	0.78	0.83	0.82
Dist. 10	0.73	0.78	0.85	0.63	0.50	0.67	0.63	0.82	0.75	0.87	0.80
Dist. 11	0.72	0.82	0.87	0.58	0.64	0.64	0.49	0.78	0.69	0.84	0.80