Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Semi Supervised Learning.
For example, FixMatch achieves an average error rate of 11.39% on CIFAR-10 with 4 labels per class. The lowest error rate achieved on CIFAR-10 with 400 labels per class was 13.13%. FixMatch’s results are state-of-the-art on all datasets except for CIFAR-100 where ReMixMatch performs a bit better.