HyperAI超神经

首页资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Incremental Learning On Cifar 100 B0 5Steps

评估指标

Average Incremental Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称	Average Incremental Accuracy	Paper Title	Repository
BiC	73.10	Large Scale Incremental Learning
PODNet	66.70	PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
WA	72.81	Maintaining Discrimination and Fairness in Class Incremental Learning
iCaRL	71.14	iCaRL: Incremental Classifier and Representation Learning
UCIR	62.77	Learning a Unified Classifier Incrementally via Rebalancing	-
TCIL	77.72	Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning
RPSNet	70.50	An Adaptive Random Path Selection Approach for Incremental Learning
DER(w/o P)	76.80	DER: Dynamically Expandable Representation for Class Incremental Learning
TCIL-Lite	76.96	Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning

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