Table 1 The ablation experiment results for object detection performance on the VEDAI dataset.

From: Super Mamba feature enhancement framework for small object detection

RFAConv

SAM

SE

FEM

P

R

mAP@0.5

PSNR

mAP@0.95

Pare(M)

×

×

×

×

0.714

0.720

0.700

42.76

0.416

8.26

√

×

×

×

0.740

0.673

0.722

43.69

0.423

9.52

×

√

×

×

0.781

0.679

0.747

44.66

0.454

9.13

×

×

√

×

0.7145

0.7202

0.6645

41.31

0.407

7.52

×

×

×

√

0.721

0.745

0.769

44.65

0.473

18.2

√

√

√

√

0.914

0.919

0.923

45.70

0.778

17.6

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