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9.22k
16k > Object Detection
COCO minival
Faster RCNN-R101-FPN+
https://arxiv.org/abs/2005.12872v3
AP50
63.9
16k > Object Detection
COCO minival
Faster RCNN-R101-FPN+
https://arxiv.org/abs/2005.12872v3
AP75
47.8
16k > Object Detection
COCO minival
Faster RCNN-R101-FPN+
https://arxiv.org/abs/2005.12872v3
APS
27.2
16k > Object Detection
COCO minival
Faster RCNN-R101-FPN+
https://arxiv.org/abs/2005.12872v3
APM
48.1
16k > Object Detection
COCO minival
Faster RCNN-R101-FPN+
https://arxiv.org/abs/2005.12872v3
APL
56
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
box AP
43.7
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
AP50
61.7
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
AP75
47.7
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APS
25.6
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APM
46.5
16k > Object Detection
COCO minival
Cascade R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
APL
57.4
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
box AP
43.5
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
AP50
62.1
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
AP75
47.2
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
APS
26.1
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
APM
46.3
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-101, FPN)
https://arxiv.org/abs/2011.12450v2
APL
59.7
16k > Object Detection
COCO minival
ATSS (ResNet-50)
http://arxiv.org/abs/1512.03385v1
box AP
43.5
16k > Object Detection
COCO minival
ATSS (ResNet-50)
http://arxiv.org/abs/1512.03385v1
AP50
61.9
16k > Object Detection
COCO minival
ATSS (ResNet-50)
http://arxiv.org/abs/1512.03385v1
AP75
47.0
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
box AP
43.4
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
AP50
63.6
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
AP75
46.1
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
APS
26.1
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
APM
46.0
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 3x,MS)
https://arxiv.org/abs/2102.12122v2
APL
59.5
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
box AP
43.3
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
AP50
59.6
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
AP75
46.8
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APS
25.7
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APM
46.6
16k > Object Detection
COCO minival
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APL
59.4
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
box AP
43.2
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
AP50
61.0
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
AP75
46.1
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
APS
26.6
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
APM
47
16k > Object Detection
COCO minival
Pix2seq (R50-DC5 )
https://arxiv.org/abs/2109.10852v2
APL
58.6
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
box AP
43.2
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
AP50
59.4
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
AP75
40.7
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
APS
20.3
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
APM
40.9
16k > Object Detection
COCO minival
HTC (cascade)
http://arxiv.org/abs/1901.07518v2
APL
52.3
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
box AP
43.12
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
AP50
64.15
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
AP75
47.11
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
APS
25.49
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
APM
47.19
16k > Object Detection
COCO minival
Mask R-CNN-FPN (ResNeXt-101, GN+WS)
https://arxiv.org/abs/1903.10520v2
APL
56.39
16k > Object Detection
COCO minival
HTC (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
box AP
43.1
16k > Object Detection
COCO minival
HTC (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APS
26.6
16k > Object Detection
COCO minival
HTC (HRNetV2p-W18)
https://arxiv.org/abs/1908.07919v2
APM
46.0
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101, DCNv2)
http://arxiv.org/abs/1811.11168v2
box AP
43.1
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
box AP
43
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
AP50
64
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
AP75
45.7
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
APS
22.7
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
APM
46.7
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
APL
61.5
16k > Object Detection
COCO minival
Conditional DETR-R50
https://arxiv.org/abs/2108.06152v3
Params (M)
44
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
box AP
43.0
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
AP50
62.2
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
AP75
46.9
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
APS
25.5
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
APM
47.6
16k > Object Detection
COCO minival
HoughNet (HG-104)
https://arxiv.org/abs/2007.02355v3
APL
55.8
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
box AP
42.8
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
AP50
64
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
AP75
46.4
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
APS
26.9
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
APM
46
16k > Object Detection
COCO minival
Faster R-CNN (FPN, X-volution)
https://arxiv.org/abs/2106.02253v2
APL
55
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
box AP
42.7
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
AP50
61.6
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
AP75
46.6
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APS
23.8
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APM
46.2
16k > Object Detection
COCO minival
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APL
57.4
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
box AP
42.6
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
AP50
63.7
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
AP75
45.4
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
APS
25.8
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
APM
46.0
16k > Object Detection
COCO minival
PVT-Large (RetinaNet 1x)
https://arxiv.org/abs/2102.12122v2
APL
58.4
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-54)
https://arxiv.org/abs/1904.08900v2
box AP
42.6
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-54)
https://arxiv.org/abs/1904.08900v2
APS
25.5
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-54)
https://arxiv.org/abs/1904.08900v2
APM
44.3
16k > Object Detection
COCO minival
CornerNet-Saccade (Hourglass-54)
https://arxiv.org/abs/1904.08900v2
APL
58.4
16k > Object Detection
COCO minival
Pix2seq (R50)
https://arxiv.org/abs/2109.10852v2
box AP
42.6
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
box AP
42.3
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
AP50
62.8
16k > Object Detection
COCO minival
Mask R-CNN (ResNet-101-FPN, GroupNorm, long)
http://arxiv.org/abs/1803.08494v3
AP75
46.2
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
box AP
42.3
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
AP50
61.2
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
AP75
45.7
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
APS
26.7
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
APM
44.6
16k > Object Detection
COCO minival
Sparse R-CNN (ResNet-50, FPN)
https://arxiv.org/abs/2011.12450v2
APL
57.6
16k > Object Detection
COCO minival
Mask R-CNN (HRNetV2p-W32)
https://arxiv.org/abs/1908.07919v2
box AP
42.3