HyperAI超神经

Continual Learning On Asc 19 Tasks

评估指标

F1 - macro

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称F1 - macro
continuous-learning-of-context-dependent0.7931
achieving-forgetting-prevention-and-knowledge-10.8362
continual-learning-of-a-mixed-sequence-of-10.6864
adapting-bert-for-continual-learning-of-a-10.8140
continual-learning-with-knowledge-transfer0.7738
efficient-lifelong-learning-with-a-gem0.7844
overcoming-catastrophic-forgetting-in-neural0.5243
uncertainty-based-continual-learning-with0.7599
dark-experience-for-general-continual0.7508
overcoming-catastrophic-forgetting-in-neural0.7452
overcoming-catastrophic-forgetting-with-hard0.7816
achieving-forgetting-prevention-and-knowledge-10.7664
lamal-language-modeling-is-all-you-need-for0.8059
achieving-forgetting-prevention-and-knowledge-10.8811
achieving-forgetting-prevention-and-knowledge-10.7807