Rethinking the Value of Labels for Improving Class-Imbalanced Learning

Benchmark Model Rank Results
long-tail-learning-on-cifar-10-lt-r-10LDAM-DRW + SSP#29Error Rate: 11.47
long-tail-learning-on-cifar-10-lt-r-100LDAM-DRW + SSP#24Error Rate: 22.17
long-tail-learning-on-cifar-100-lt-r-10LDAM-DRW + SSP#22Error Rate: 41.09
long-tail-learning-on-cifar-100-lt-r-100LDAM-DRW + SSP#49Error Rate: 56.57
long-tail-learning-on-cifar-100-lt-r-50LDAM-DRW + SSP#24Error Rate: 52.89
long-tail-learning-on-imagenet-ltcRT + SSP#50Top-1 Accuracy: 51.3
long-tail-learning-on-inaturalist-2018cRT + SSP#37Top-1 Accuracy: 68.1%