Table 1 Data comparison for the six ship... | Emerald Publishing

Table 1

Data comparison for the six ship categories in SRSDD-v1.0.

Algorithm	Model Category	Object Categories	mAP	FPS	Model Size
R-RetinaNet[21]	One-stage	6	32.73	10.53	277MB
R3Det[28]	One-stage	6	39.12	7.69	468 MB
BBAVectors[30]	Anchor-free	6	45.33	3.26	829MB
R-FCOS[24]	Anchor-free	6	49.49	10.15	244 MB
CSProjection	Anchor-free	6	50.23	15.48	157MB

Algorithm	Model Category	Object Categories	mAP	FPS	Model Size
R-RetinaNet[21]	One-stage	6	32.73	10.53	277MB
R3Det[28]	One-stage	6	39.12	7.69	468 MB
BBAVectors[30]	Anchor-free	6	45.33	3.26	829MB
R-FCOS[24]	Anchor-free	6	49.49	10.15	244 MB
CSProjection	Anchor-free	6	50.23	15.48	157MB