Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning

Benchmark Model Rank Results
continual-learning-on-20newsgroup-10-tasksCTR#1F1 - macro: 0.9523
continual-learning-on-asc-19-tasksMulti-task Learning (MTL; Upper Bound)#1F1 - macro: 0.8811
continual-learning-on-asc-19-tasksCTR#2F1 - macro: 0.8362
continual-learning-on-asc-19-tasksIndependent Learning (ONE)#8F1 - macro: 0.7807
continual-learning-on-asc-19-tasksNaive Continual Learning (NCL)#10F1 - macro: 0.7664
continual-learning-on-dsc-10-tasksCTR#1F1 - macro: 0.8875