HyperAI超神経
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HyperAI超神経

Continual Learning On Cifar100 20 Tasks

評価指標

Average Accuracy

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Average Accuracy
Paper TitleRepository
ALTA92.98Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation
CPG-light77.0EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
Model Zoo-Continual94.99Model Zoo: A Growing "Brain" That Learns Continually
PAENet77.1Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
CPG80.9Compacting, Picking and Growing for Unforgetting Continual Learning
kNN-CLIP90.8Revisiting a kNN-based Image Classification System with High-capacity Storage-
PackNet67.5PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
CondConvContinual77.4EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING
RMN81Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping
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