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Question Answering On Babi

Metriken

Mean Error Rate

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

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

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