Table 1.

Recent animal identification publications and relevant data

Method	Species	Target	Identities	Train Images	Test Images	Results
Chen et al. (2020)	Panda	Face	218	5845	402	Top-1: 96.27a
Shuyuan et al. (2019)	Tiger (ATRW)	Body	92	1887	1762	Top-1: 88.9, Top-5: 96.6, mAP: 71.0b
Liu et al. (2019)	Tiger (ATRW)	Body	92	1887	1762	Top-1: 95.6, Top-5: 97.4, mAP: 88.9b
Moskvyak et al. (2019)	Manta Ray	Underside	120	1380	350	Top-1: 62.05 ± 3.24, Top-5: 93.65 ± 1.83
Moskvyak et al. (2019)	Humpback Whale	Fluke	633	2358	550	Top-1: 62.78 ± 1.6, Top-5: 93.46 ± 0.63
Bouma et al. (2018)	Common Dolphin	Fin	180	∼2800	∼700	Top-1:$90.5\pm 2$, Top-5: $93.6\pm 1$
Nepovinnykh et al. (2020)	Saimaa Ringed Seal	Pelage	46	3000	2000	Top-1: 67.8, Top-5: 88.6
Schofield et al. (2019)	Chimpanzee	Face	23	3,249,739	1,018,494	Frame-acc : 79.12%, Track-acc: 92.47%
Clapham et al. (2020)	Brown Bear	Face	132	3740	934	Acc: 83.9%

This table extends the excellent list in Schneider et al. (2019) by subsequent publications.

^a Closed set.

^b Single camera wild.