notesum.ai

Published at November 5

An Open API Architecture to Discover the Trustworthy Explanation of Cloud AI Services

cs.DC

cs.AI

cs.NI

Released Date: November 5, 2024

Authors: Zerui Wang¹, Yan Liu¹, Jun Huang¹

Aff.: ¹Department of Electrical and Computer Engineering, Concordia University, Montreal, Quebec, Canada

Arxiv: http://arxiv.org/abs/2411.03376v1

Refer to caption

	Azure			Google			AWS
	Precision	Recall	F1-score	Precision	Recall	F1-score	Precision	Recall	F1-score
No Augmentation	96.0%	74.6%	0.839	90.5%	41.1%	0.565	82.8%	78.7%	0.807
Cutmix Augmentation	88.3%	87.0%	0.864	94.1%	82.0%	0.876	84.7%	82.5%	0.818
Puzzlemix Augmentation	92.6%	91.0%	0.905	93.5%	81.1%	0.869	85.3%	84.0%	0.828