notesum.ai

Published at November 29

Learning Visual Abstract Reasoning through Dual-Stream Networks

cs.CV

cs.AI

cs.LG

Released Date: November 29, 2024

Authors: Kai Zhao, Chang Xu, Bailu Si

Arxiv: http://arxiv.org/pdf/2411.19451v1

Refer to caption

Method	WReN	CoPINet	MRNet	SCL	MLRN	Rel-Base	ARII	STSN	PredRNet	NVSA	DRNet
PGM-N	62.6	56.4	94.5	88.9	98.0	85.5	88.0	98.2	97.4	-	99.06
RAVEN	16.8	91.4	96.6	91.6	12.3^†	91.7	-	89.7^†	95.8	87.7	96.89
I-RAVE	23.8	46.1	83.5^†	95.0	12.3^†	91.1^†	91.1	95.7^†	96.5	88.1	97.62
RAVE-F	30.3	50.6	88.4	90.1^†	29.5^†	93.5^†	-	95.4	97.1	-	97.58
Average	33.4	61.1	90.8	91.4	38.0	90.5	-	94.8	96.7	-	97.79