الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Continual Learning On Cifar100 20 Tasks

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

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

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