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

العربية

Few Shot Class Incremental Learning On Cifar

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Average Accuracy	Paper Title	Repository
AL-MML	42.62	Few-Shot Class-Incremental Learning
C-FSCIL	61.67	Constrained Few-shot Class-incremental Learning
BOT	-	A Bag of Tricks for Few-Shot Class-Incremental Learning	-
SV-T	76.84	Semantic-visual Guided Transformer for Few-shot Class-incremental Learning	-
F2M	53.69	Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima
PriViLege	88.08	Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners
FACT	62.24	Forward Compatible Few-Shot Class-Incremental Learning
NC-FSCIL	67.50	Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning
CEC	59.53	Few-Shot Incremental Learning with Continually Evolved Classifiers
LIMIT	61.85	Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

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