Table 4 Ablation study with different combination of layers on COCO.

From: Toward general object search in open reality

Layers

mAP

R@K

All

Large

Medium

Small

Large

Medium

Small

12

45.30

53.57

44.33

34.43

52.15

44.37

35.86

10–-12

45.92

54.07

44.93

35.23

52.72

44.97

36.73

7–12

46.04

53.98

45.12

35.55

52.72

45.16

37.01

4–12

46.04

54.01

45.09

35.58

52.74

45.14

37.04

1–4

45.80

53.45

44.12

34.63

52.09

44.56

36.03

5–8

45.83

53.51

44.01

34.52

52.00

44.43

36.00

9–12

46.01

54.05

45.03

35.31

52.63

45.00

37.05

1–12

46.20

54.04

45.30

35.85

52.69

45.31

37.23

  1. Significant values are in bold.
  2. All models are based on DeiT-B with 12 layers.
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