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9.22k
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
AP75
43.7
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APS
21.6
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APM
44.0
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APL
56.1
16k > Object Detection
COCO minival
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
box AP
40.3
16k > Object Detection
COCO minival
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
box AP
40.2
16k > Object Detection
COCO minival
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP50
60.3
16k > Object Detection
COCO minival
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP75
42.3
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
box AP
40.0
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
box AP
39.8
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
AP50
61.3
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
AP75
43.3
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
APS
22.9
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
APM
43.3
16k > Object Detection
COCO minival
FPN+
http://arxiv.org/abs/1612.03144v2
APL
52.6
16k > Object Detection
COCO minival
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
box AP
39.7
16k > Object Detection
COCO minival
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP50
58.8
16k > Object Detection
COCO minival
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP75
41.5
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
box AP
39.6
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
AP50
58.3
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
AP75
42.4
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
APS
22.6
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
APM
43.8
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1811.12030v1
APL
51.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50, ACNet)
http://arxiv.org/abs/1904.03579v1
box AP
39.5
16k > Object Detection
COCO minival
FSAF (ResNet-101, anchor-based branches)
http://arxiv.org/abs/1903.00621v1
box AP
39.3
16k > Object Detection
COCO minival
FSAF (ResNet-101, anchor-based branches)
http://arxiv.org/abs/1903.00621v1
AP50
59.2
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
box AP
39.2
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APM
41.7
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APL
51.0
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50 + 1 NL)
http://arxiv.org/abs/1711.07971v3
box AP
39.0
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50 + 1 NL)
http://arxiv.org/abs/1711.07971v3
AP50
61.1
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50 + 1 NL)
http://arxiv.org/abs/1711.07971v3
AP75
41.9
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
box AP
38.9
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
AP50
58.4
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
AP75
41.5
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
APS
22.3
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
APM
43.5
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 800x800)
https://arxiv.org/abs/1904.03797v2
APL
51.7
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
box AP
38.6
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
AP50
57.4
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
AP75
41.4
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
APS
22.3
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
APM
42.5
16k > Object Detection
COCO minival
FCOS (ResNet-50-FPN + improvements)
https://arxiv.org/abs/1904.01355v5
APL
49.8
16k > Object Detection
COCO minival
RPDet (ResNet-50)
https://arxiv.org/abs/1904.11490v2
box AP
38.6
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
box AP
38.5
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
AP50
59.3
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
AP75
42.0
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
APS
22.9
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
APM
42.1
16k > Object Detection
COCO minival
Libra R-CNN (ResNet-50 FPN)
http://arxiv.org/abs/1904.02701v1
APL
50.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
box AP
38.4
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
AP50
59.9
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
AP75
41.7
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APS
22.9
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APM
42.1
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APL
49.7
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
box AP
38.4
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
AP50
53.8
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
AP75
40.9
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
APS
18.6
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
APM
40.5
16k > Object Detection
COCO minival
CornerNet511 (Hourglass-104)
http://arxiv.org/abs/1808.01244v2
APL
51.8
16k > Object Detection
COCO minival
FoveaBox+Retina (ResNet-50)
https://arxiv.org/abs/1904.03797v2
box AP
38.1
16k > Object Detection
COCO minival
FoveaBox+Retina (ResNet-50)
https://arxiv.org/abs/1904.03797v2
AP50
57.8
16k > Object Detection
COCO minival
FoveaBox+Retina (ResNet-50)
https://arxiv.org/abs/1904.03797v2
AP75
40.5
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
box AP
38.0
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
AP50
58.9
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
AP75
41.5
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APS
22.6
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APM
40.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APL
49.6
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
box AP
38
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
AP50
57.8
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
AP75
40.2
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APS
19.5
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APM
42.2
16k > Object Detection
COCO minival
FoveaBox (ResNet-101-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APL
52.7
16k > Object Detection
COCO minival
FSAF (ResNet-101)
http://arxiv.org/abs/1903.00621v1
box AP
37.9
16k > Object Detection
COCO minival
FSAF (ResNet-101)
http://arxiv.org/abs/1903.00621v1
AP50
58.0
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1703.06870v3
box AP
37.7
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
box AP
37.5
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
AP50
59.2
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
AP75
40.6
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APS
22.3
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APM
41.5
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-50-FPN, GRoIE)
https://arxiv.org/abs/2004.13665v2
APL
47.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
box AP
36.7
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP50
59.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP75
38.9
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
box AP
36.0
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
AP50
55.2
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
AP75
37.9
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APS
18.6
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APM
39.4
16k > Object Detection
COCO minival
FoveaBox (ResNet-50-FPN, 600x600)
https://arxiv.org/abs/1904.03797v2
APL
50.5
16k > Object Detection
COCO minival
FSAF (ResNet-50)
http://arxiv.org/abs/1903.00621v1
box AP
35.9
16k > Object Detection
COCO minival
FSAF (ResNet-50)
http://arxiv.org/abs/1903.00621v1
AP50
55.0
16k > Object Detection
COCO minival
FSAF (ResNet-50)
http://arxiv.org/abs/1903.00621v1
AP75
37.9