IoU

=

0.5

IoU

=

0.75

IoU

=

0.5:0.95

Area

=

small

Area

=

medium

Area

=

large

Area

=

all

maxDets

=

1

maxDets

=

10

maxDets

=

100

传统Faster RCNN

AP%

改进

Faster RCNN

AP%

传统

Faster

RCNN

AR%

改进

Faster RCNN

AR%

36.2

44.8

43.4

52.4

88.7

91.8

-

-

21.7

36.4

-

-

32.6

41.8

40.3

49.2

50.7

57.1

40.3

49.2

63.8

65.1

65.0

72.5

-

-

8.3

8.4

-

-

39.8

47.0