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

العربية

Continual Learning On Tiny Imagenet 10Tasks

المقاييس

Average Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Average Accuracy	Paper Title	Repository
ALTA-RN101	83.35	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-ViTB/16	89.80	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
ALTA-RN50x4	84.73	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
A-GEM [chaudhry2018efficient]	25.33	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
ALTA-RN50	81.07	Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning
DER [buzzega2020dark]	51.78	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
ER[riemer2018learning]	48.64	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
SNCL	52.85	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-
iCaRL [rebuffi2017icarl]	31.55	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning	-

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