Learning a Unified Classifier Incrementally via Rebalancing

Benchmark Model Rank Results
class-incremental-learning-on-cifar100LUCIR#410-stage average accuracy: 56.53
incremental-learning-on-cifar-100-50-classes-2UCIR (CNN)*#10Average Incremental Accuracy: 60.18
incremental-learning-on-cifar-100-50-classes-2UCIR (NME)*#11Average Incremental Accuracy: 60.12
incremental-learning-on-cifar-100-50-classes-3UCIR (CNN)*#10Average Incremental Accuracy: 63.42
incremental-learning-on-cifar-100-50-classes-3UCIR (NME)*#11Average Incremental Accuracy: 63.12
incremental-learning-on-cifar-100-b0-5stepsUCIR#10Average Incremental Accuracy: 62.77
incremental-learning-on-imagenet-500-classes-2UCIR (NME)*#3Average Incremental Accuracy: 59.92