COCO minival
box AP
FSAF (ResNet-50)
Object Detection
35.9
COCO minival
AP50
FSAF (ResNet-50)
Object Detection
55.0
COCO minival
AP75
FSAF (ResNet-50)
Object Detection
37.9
COCO minival
APS
FSAF (ResNet-50)
Object Detection
19.8
COCO minival
APM
FSAF (ResNet-50)
Object Detection
39.6
COCO minival
APL
FSAF (ResNet-50)
Object Detection
48.2
COCO minival
box AP
FSAF (ResNet-101)
Object Detection
37.9
COCO minival
AP50
FSAF (ResNet-101)
Object Detection
58.0
COCO minival
box AP
FSAF (ResNet-101, anchor-based branches)
Object Detection
39.3
COCO minival
AP50
FSAF (ResNet-101, anchor-based branches)
Object Detection
59.2
COCO minival
box AP
FSAF (ResNeXt-101, anchor-based branches)
Object Detection
41.6
COCO minival
AP50
FSAF (ResNeXt-101, anchor-based branches)
Object Detection
62.4
COCO test-dev
box AP
FSAF (ResNet-101, single-scale)
Object Detection
40.9
COCO test-dev
AP50
FSAF (ResNet-101, single-scale)
Object Detection
61.5
COCO test-dev
AP75
FSAF (ResNet-101, single-scale)
Object Detection
44.0
COCO test-dev
APS
FSAF (ResNet-101, single-scale)
Object Detection
24.0
COCO test-dev
APM
FSAF (ResNet-101, single-scale)
Object Detection
44.2
COCO test-dev
APL
FSAF (ResNet-101, single-scale)
Object Detection
51.3
COCO test-dev
box AP
FSAF (ResNeXt-101, multi-scale)
Object Detection
44.6
COCO test-dev
AP50
FSAF (ResNeXt-101, multi-scale)
Object Detection
65.2
COCO test-dev
AP75
FSAF (ResNeXt-101, multi-scale)
Object Detection
48.6
COCO test-dev
APS
FSAF (ResNeXt-101, multi-scale)
Object Detection
29.7
COCO test-dev
APM
FSAF (ResNeXt-101, multi-scale)
Object Detection
47.1
COCO test-dev
APL
FSAF (ResNeXt-101, multi-scale)
Object Detection
54.6