Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning

Benchmark Model Rank Results
continual-learning-on-tiny-imagenet-10tasksA-GEM [chaudhry2018efficient]–Average Accuracy: 25.33
continual-learning-on-tiny-imagenet-10tasksDER [buzzega2020dark]–Average Accuracy: 51.78
continual-learning-on-tiny-imagenet-10tasksER[riemer2018learning]–Average Accuracy: 48.64
continual-learning-on-tiny-imagenet-10tasksSNCL–Average Accuracy: 52.85
continual-learning-on-tiny-imagenet-10tasksiCaRL [rebuffi2017icarl]–Average Accuracy: 31.55