Method

Faster RCNN

Y/N

Num

Other

Overall

SAN [29]

×

38.35

11.14

21.74

24.96

RAMEN [30]

√

-

-

-

39.21

MulRel [31]

×

42.85

13.17

45.04

39.54

Bottom-up [16]

×

42.27

11.93

46.05

39.74

ReGAT [32]

√

-

-

-

40.42

CAM [36]

√

43.29

12.31

45.41

39.75

MRA-Net [35]

√

44.53

13.05

45.83

40.45

PDID (ours)

×

50.82

13.24

40.39

42.09