利用多层关系网络解决Raven渐进矩阵问题

Mar, 2020

利用多层关系网络解决Raven渐进矩阵问题

Solving Raven's Progressive Matrices with Multi-Layer Relation Networks

Marius Jahrens, Thomas Martinetz

TL;DR本文证明了通过将Wild Relation Networks与Multi-Layer Relation Networks结合并引入Magnitude Encoding编码方案，能将Procedurally Generated Matrices数据集的精度从先前的62.6%提高到98.0%。

Abstract

raven's progressive matrices are a benchmark originally designed to test the cognitive abilities of humans. It has recently been adapted to test relational reasoning in →