The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification

Benchmark Model Rank Results
image-classification-on-inaturalist-2018BS-CMO (ResNet-50)#27Top-1 Accuracy: 74.0%
long-tail-learning-on-cifar-100-lt-r-100RIDE 3 experts + CMO#26Error Rate: 50
long-tail-learning-on-cifar-100-lt-r-100LDAM-DRW + CMO#34Error Rate: 52.8
long-tail-learning-on-cifar-100-lt-r-100Balanced Softmax + CMO#36Error Rate: 53.4
long-tail-learning-on-cifar-100-lt-r-100CE-DRW#53Error Rate: 58.9
long-tail-learning-on-imagenet-ltBS-CMO (ResNet-50)#22Top-1 Accuracy: 58.0