SimMatch: Semi-supervised Learning with Similarity Matching

Benchmark Model Rank Results
semi-supervised-image-classification-on-cifar-10-250-labelsSimMatch#5Percentage error: 4.84
semi-supervised-image-classification-on-cifar-10-40-labelsSimMatch#8Percentage error: 5.6
semi-supervised-image-classification-on-cifar-10-4000-labelsSimMatch#3Percentage error: 3.96
semi-supervised-image-classification-on-cifar-100-10000-labelsSimMatch#2Percentage error: 20.58
semi-supervised-image-classification-on-cifar-100-2500-labelsSimMatch#3Percentage error: 25.07
semi-supervised-image-classification-on-cifar-100-400-labelsSimMatch#6Percentage error: 37.81
semi-supervised-image-classification-on-imagenet-1-labeled-dataSimMatch (ResNet-50)#22Top 1 Accuracy: 67.2%
semi-supervised-image-classification-on-imagenet-10-labeled-dataSimMatch (ResNet-50)#24Top 1 Accuracy: 74.4%