[Retracted] Identifying Animals in Camera Trap Images via Neural Architecture Search

Table 3

Accuracy comparison based on MCTI.

Class	NASRT (ours)	Resnet-18 [46]	DenseNet [47]	MobileNet-v2 [48]	SGAS [44]	SETN [26]	PDARTS [24]
Agouti	97.60	95.21	96.41	95.81	96.41	89.82	92.81
Bird	98.61	97.92	97.92	99.31	100.00	98.61	100.00
Coiban agouti	100.00	100.00	100.00	100.00	99.61	98.06	100.00
Collared peccary	98.25	96.49	94.15	92.98	97.66	92.40	98.83
Opossum	98.15	94.44	96.91	96.30	98.15	93.21	97.53
European hare	97.48	89.92	96.64	96.64	96.64	99.16	94.96
Great tinamou	99.56	99.11	98.22	99.56	99.56	93.33	97.78
Mouflon	99.77	99.30	99.30	99.07	99.30	97.91	98.84
Ocelot	89.47	82.11	85.26	75.79	82.11	68.42	74.74
Paca	100.00	92.09	96.74	95.35	95.81	90.70	96.28
Red brocket deer	96.59	93.75	96.02	93.18	91.48	93.18	92.61
Red deer	100.00	100.00	99.80	100.00	100.00	99.61	100.00
Red fox	95.60	93.41	92.31	91.21	93.41	79.12	93.41
Red squirrel	97.35	93.81	94.69	93.81	94.69	88.50	87.61
Roe deer	98.72	98.29	98.29	98.29	98.29	96.58	98.29
Spiny rat	99.24	100.00	96.21	91.67	97.73	84.85	97.73
White-nosed coati	99.57	99.15	98.72	97.02	97.87	95.32	97.45
White-tailed deer	99.75	98.99	97.98	98.24	99.50	95.97	99.75
Wild boar	99.71	98.82	99.41	99.71	99.41	99.41	99.71
Wood mouse	100.00	100.00	100.00	100.00	100.00	100.00	100.00
Average	98.27	96.14	96.75	95.70	96.88	92.71	95.92