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9.22k
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APS
25.0
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APM
45.4
16k > Object Detection
COCO minival
DETR-ResNet50 with iRPE-K (300 epochs)
https://arxiv.org/abs/2107.14222v1
box AP
42.3
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
box AP
42
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
AP50
63.5
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
AP75
45.5
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
APS
24.9
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
APM
47
16k > Object Detection
COCO minival
TridentNet (ResNet-101)
https://arxiv.org/abs/1901.01892v2
APL
56.9
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
box AP
42
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
AP50
61
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
AP75
46.3
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
APS
24.5
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
APM
45.2
16k > Object Detection
COCO minival
R3-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2104.01329v2
APL
55.7
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
box AP
41.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
AP50
62.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
AP75
45.9
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APM
44.7
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APL
54.6
16k > Object Detection
COCO minival
Faster R-CNN (LIP-ResNet-101)
https://arxiv.org/abs/1908.04156v3
box AP
41.7
16k > Object Detection
COCO minival
Faster R-CNN (LIP-ResNet-101)
https://arxiv.org/abs/1908.04156v3
AP50
63.6
16k > Object Detection
COCO minival
Faster R-CNN (LIP-ResNet-101)
https://arxiv.org/abs/1908.04156v3
AP75
45.6
16k > Object Detection
COCO minival
Faster R-CNN (LIP-ResNet-101)
https://arxiv.org/abs/1908.04156v3
APS
25.2
16k > Object Detection
COCO minival
Faster R-CNN (LIP-ResNet-101)
https://arxiv.org/abs/1908.04156v3
APM
45.8
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-101, DCNv2)
http://arxiv.org/abs/1811.11168v2
box AP
41.7
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-101, DCNv2)
http://arxiv.org/abs/1811.11168v2
APS
22.2
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-101, DCNv2)
http://arxiv.org/abs/1811.11168v2
APM
45.8
16k > Object Detection
COCO minival
Faster R-CNN (ResNet-101, DCNv2)
http://arxiv.org/abs/1811.11168v2
APL
58.7
16k > Object Detection
COCO minival
FSAF (ResNeXt-101, anchor-based branches)
http://arxiv.org/abs/1903.00621v1
box AP
41.6
16k > Object Detection
COCO minival
FSAF (ResNeXt-101, anchor-based branches)
http://arxiv.org/abs/1903.00621v1
AP50
62.4
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-104)
https://arxiv.org/abs/1904.08900v2
box AP
41.4
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-104)
https://arxiv.org/abs/1904.08900v2
APS
23.8
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-104)
https://arxiv.org/abs/1904.08900v2
APM
43.5
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-104)
https://arxiv.org/abs/1904.08900v2
APL
57.1
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
box AP
41.3
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
AP50
60.3
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
AP75
44.4
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
APS
23.4
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
APM
45.8
16k > Object Detection
COCO minival
Grid R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1811.12030v1
APL
54.1
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
box AP
41.3
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
AP50
59.2
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
AP75
44.9
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APS
23.7
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APM
44.2
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APL
54.1
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
box AP
41.3
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
AP50
59.2
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
AP75
43.9
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
APS
23.6
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
APM
43.8
16k > Object Detection
COCO minival
CenterNet511 (Hourglass-52)
http://arxiv.org/abs/1904.08189v3
APL
55.8
16k > Object Detection
COCO minival
RetinaMask (ResNet-101-FPN)
http://arxiv.org/abs/1901.03353v1
box AP
41.1
16k > Object Detection
COCO minival
RetinaMask (ResNet-101-FPN)
http://arxiv.org/abs/1901.03353v1
AP50
60.2
16k > Object Detection
COCO minival
RetinaMask (ResNet-101-FPN)
http://arxiv.org/abs/1901.03353v1
AP75
44.1
16k > Object Detection
COCO minival
PoolFormer-S36 (Mask R-CNN)
https://arxiv.org/abs/2111.11418v3
box AP
41.0
16k > Object Detection
COCO minival
PoolFormer-S36 (Mask R-CNN)
https://arxiv.org/abs/2111.11418v3
AP50
63.1
16k > Object Detection
COCO minival
PoolFormer-S36 (Mask R-CNN)
https://arxiv.org/abs/2111.11418v3
AP75
44.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
box AP
40.9
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
AP50
61.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
AP75
44.8
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APS
24.4
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APM
43.7
16k > Object Detection
COCO minival
Faster R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APL
53.3
16k > Object Detection
COCO minival
VirTex Mask R-CNN (ResNet-50-FPN)
https://arxiv.org/abs/2006.06666v3
box AP
40.9
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101 + 1 NL)
http://arxiv.org/abs/1711.07971v3
box AP
40.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101 + 1 NL)
http://arxiv.org/abs/1711.07971v3
AP50
63.1
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101 + 1 NL)
http://arxiv.org/abs/1711.07971v3
AP75
44.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
box AP
40.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
AP50
61.6
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
AP75
44.4
16k > Object Detection
COCO minival
RPDet (ResNet-50, multi-scale train)
https://arxiv.org/abs/1904.11490v2
box AP
40.8
16k > Object Detection
COCO minival
DETR-ResNet50 with iRPE-K (150 epochs)
https://arxiv.org/abs/2107.14222v1
box AP
40.8
16k > Object Detection
COCO minival
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
box AP
40.7
16k > Object Detection
COCO minival
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP50
60.7
16k > Object Detection
COCO minival
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP75
43.3
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
box AP
40.5
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
AP50
59.5
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
AP75
44.2
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
APS
25.4
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
APM
44.7
16k > Object Detection
COCO minival
PPDet (ResNet-101-FPN)
https://arxiv.org/abs/2008.01167v2
APL
52.3
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
box AP
40.3
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
AP50
62.4
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
AP75
44
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
APS
24.2
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
APM
44.4
16k > Object Detection
COCO minival
GCnet (ResNet-50-FPN, GRoIE)
http://arxiv.org/abs/1904.11492v1
APL
52.5
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm)
http://arxiv.org/abs/1803.08494v3
box AP
40.3
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm)
http://arxiv.org/abs/1803.08494v3
AP50
61
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-50-FPN, GroupNorm)
http://arxiv.org/abs/1803.08494v3
AP75
44
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
box AP
40.3
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
AP50
59.4
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
AP75
43.7
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
APS
22.9
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
APM
43.7
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-50-FPN+)
http://arxiv.org/abs/1712.00726v1
APL
54.1
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
box AP
40.3
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
AP50
55.1