DeepFire: A Novel Dataset and Deep Transfer Learning Benchmark for Forest Fire Detection

Table 7

Comparative evaluation with other works.

Metrics	Proposed approach	Sousa et al. [36]	Govil et al. [37]	Tang et al. [38]	Sun et al. [39]
Accuracy	0.9500	0.9360	0.9120	0.9200	0.9410
TPR	0.9421	0.9313	0.8600	—	0.9063
TNR	0.9579	0.9407	0.9467	—	0.9718
FPR	0.0421	0.0593	0.0533	—	0.0282
FNR	0.0579	0.0687	0.1400	—	0.0937