notesum.ai

Published at November 18

A comprehensive survey of oracle character recognition: challenges, benchmarks, and beyond

cs.CV

cs.AI

Released Date: November 18, 2024

Authors: Jing Li¹, Xueke Chi², Qiufeng Wang², Dahan Wang, Kaizhu Huang³, Yongge Liu⁴, Cheng-lin Liu⁵

Aff.: ¹College of Science & Technology Ningbo University, Ningbo, China; ²School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, China; ³Duke Kunshan University, Suzhou, China; ⁴Anyang Normal University, Anyang, China; ⁵State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China

Arxiv: http://arxiv.org/abs/2411.11354v1

Type	Dataset	Venue	#Classes	#Samples	$\text{Average}_{acc}$	$\text{Total}_{acc}$	Public
HC	Oracle-20K [15]	TIP 2016	261	20,039	95.22 [7]	96.17 [7]	NO
	SOC5519 [16]	JC 2018	5,491	44,868	91.56 [16]	97.16 [16]	NO
	Oracle-AYNU [2]	ICDAR 2019	2,583	39,062	86.03 [7]	89.46 [7]	NO
	Oracle-50K [17]	ACCV 2020	2,668	59,081	-	95.68 [17]	YES
	Oracle-FS [17]	ACCV 2020	200	5,000	-	97.59 [30]	YES
	HWOBC [18]	JPCS 2020	3,881	83,245	97.67 [18]	98.17 [31]	YES
	Oracle-250 [19]	CAAI-TIS 2020	250	92,160	-	-	NO
	Ancient-3/5 [20]	ICCBR 2021	1,186	39,009	-	-	YES
	OCCD [21]	IJDAR 2022	1,320	62,186	-	89.20 [21]	NO
	HUST-OBS [13]	SD 2024	1,588	77,064	-	-	YES
	EVOBC [22]	arXiv 2024	3,077	75,681	-	-	YES
SC	OBI-184 [23]	MA 2019	184	2,000	-	92.30 [23]	NO
	OBC306 [1]	ICDAR 2019	306	309,551	88.07 [32]	94.12 [32]	YES
	OBI125 [10]	JCCH 2022	125	4,257	-	91.10 [10]	YES
	RCRN [24]	ACMMM 2022	362	1,606	-	-	YES
	ACCID [25]	ACMMM 2023	2,892	15,085	58.17 [25]	60.28 [25]	NO
	OracleRC [26]	IJCAI 2023	2,005	-	-	61.36 [26]	NO
	Oracle-MNIST [28]	SD 2024	10	30,222	93.80 [28]	-	YES
HC+SC	Oracle-241 [6]	TIP 2022	241	78,565	90.47 [32]	91.11 [32]	YES
HC+SC	OBIMD [29]	arXiv 2024	-	93,652	-	-	YES
HR	Radical-148 [19]	CAAI-TIS 2020	148	108,989	-	-	NO
SR	ACCID [25]	ACMMM 2023	595	28,143	-	-	NO
SR	OracleRC [26]	IJCAI 2023	202	-	-	-	NO
HR+SR	ORCD [21]	IJDAR 2022	64	6,700	-	86.30 [21]	NO