Table 6 Detection results of the... | Emerald Publishing

Table 6

Detection results of the extended experiment compared with the results of other models.

Method	Backbone	Image size	FPS	AP(Ship)
R²PN [35]	VGG16	-	-	79.60
RRD [14]	VGG16	384 × 384	-	84.30
SARD [25]	ResNet-101	800 × 800	1.50	85.40
ROI Trans. [4]	ResNet-101	512 × 800	5.90	86.20
R⁴Det [23]	ResNet-50	800 × 800	8.60	88.17
BBAVectors+r [30]	ResNet-101	608 × 608	12.88	88.20
BBAVectors+rh [30]	ResNet-101	608 × 608	11.69	88.60
SDA-Net[3]	ResNet-101	-	-	89.21
Point RCNN[18]	ReR50-ReFPN	800 × 512	-	90.53
CSProjection	ResNet-18	608 × 608	50.05	90.53

Method	Backbone	Image size	FPS	AP(Ship)
R²PN [35]	VGG16	-	-	79.60
RRD [14]	VGG16	384 × 384	-	84.30
SARD [25]	ResNet-101	800 × 800	1.50	85.40
ROI Trans. [4]	ResNet-101	512 × 800	5.90	86.20
R⁴Det [23]	ResNet-50	800 × 800	8.60	88.17
BBAVectors+r [30]	ResNet-101	608 × 608	12.88	88.20
BBAVectors+rh [30]	ResNet-101	608 × 608	11.69	88.60
SDA-Net[3]	ResNet-101	-	-	89.21
Point RCNN[18]	ReR50-ReFPN	800 × 512	-	90.53
CSProjection	ResNet-18	608 × 608	50.05	90.53