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

العربية

Question Answering On Babi

المقاييس

Mean Error Rate

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		Paper Title	Repository
LSTM	28.7%	Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes	-
EntNet	9.7%	Tracking the World State with Recurrent Entity Networks
End-To-End Memory Networks	7.5%	End-To-End Memory Networks
SDNC	6.4%	Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes	-
NUTM	5.6%	Neural Stored-program Memory
ReMO	1.2%	Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning	-
RR	0.46%	Recurrent Relational Networks
STM	0.39%	Self-Attentive Associative Memory
QRN	0.3%	Query-Reduction Networks for Question Answering
DMN+	-	Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes	-
RUM	-	Rotational Unit of Memory
GORU	-	Gated Orthogonal Recurrent Units: On Learning to Forget
H-Mem	-	H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks	-
ours	-	Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity

0 of 14 row(s) selected.