RSG: A Simple but Effective Module for Learning Imbalanced Datasets

Benchmark Model Rank Results
long-tail-learning-on-cifar-100-lt-r-100LDAM-DRW-RSG#45Error Rate: 55.5
long-tail-learning-on-cifar-100-lt-r-50LDAM-DRW-RSG#23Error Rate: 51.5
long-tail-learning-on-imagenet-ltLDAM-DRS-RSG#49Top-1 Accuracy: 51.8
long-tail-learning-on-inaturalist-2018LDAM-DRS-RSG#30Top-1 Accuracy: 70.3%
long-tail-learning-on-places-ltLDAM-DRS-RSG#17Top-1 Accuracy: 39.3