HyperAI超神经

Continual Learning On Cifar100 20 Tasks

评估指标

Average Accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
Model Zoo-Continual	94.99	Model Zoo: A Growing "Brain" That Learns Continually
ALTA	92.98	Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation
kNN-CLIP	90.8	Revisiting a kNN-based Image Classification System with High-capacity Storage
RMN	81	Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping
CPG	80.9	Compacting, Picking and Growing for Unforgetting Continual Learning
CondConvContinual	77.4	EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
PAENet	77.1	Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
CPG-light	77.0	EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
PackNet	67.5	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

0 of 9 row(s) selected.

HyperAI超神经

Continual Learning On Cifar100 20 Tasks

评估指标

Average Accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
Model Zoo-Continual	94.99	Model Zoo: A Growing "Brain" That Learns Continually
ALTA	92.98	Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation
kNN-CLIP	90.8	Revisiting a kNN-based Image Classification System with High-capacity Storage
RMN	81	Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping
CPG	80.9	Compacting, Picking and Growing for Unforgetting Continual Learning
CondConvContinual	77.4	EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
PAENet	77.1	Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
CPG-light	77.0	EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
PackNet	67.5	PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

0 of 9 row(s) selected.

Continual Learning On Cifar100 20 Tasks | SOTA | HyperAI超神经