task_path
stringlengths
3
199
dataset
stringlengths
1
128
model_name
stringlengths
1
223
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21
601
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9.22k
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
APM
46.6
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
APL
53.4
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
box mAP
43.9
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
AP50
63.5
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
AP75
47.7
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
APS
26.8
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
APM
46.9
16k > Object Detection
COCO test-dev
FoveaBox (ResNeXt-101)
https://arxiv.org/abs/1904.03797v2
APL
55.6
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
box mAP
43.7
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
AP50
60.5
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
AP75
47.0
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APS
24.1
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APM
46.9
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
APL
57.6
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
Hardware Burden
180G
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, multi-scale)
http://arxiv.org/abs/1901.08043v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
box mAP
43.5
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
AP50
65.7
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
AP75
47.3
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
APS
26.7
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
APM
46.7
16k > Object Detection
COCO test-dev
YOLOv4-608
https://arxiv.org/abs/2004.10934v1
APL
53.3
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
box mAP
43.5
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
AP50
65.0
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
AP75
48.6
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
APS
26.1
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
APM
46.3
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
APL
56.0
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
Hardware Burden
29G
16k > Object Detection
COCO test-dev
SNIPER (ResNet-50)
http://arxiv.org/abs/1805.09300v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
box mAP
43.5
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
AP75
46.5
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
APS
22.2
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
APL
57.8
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
Hardware Burden
16G
16k > Object Detection
COCO test-dev
CenterNet (HRNetV2-W48)
https://arxiv.org/abs/1908.07919v2
Operations per network pass
21.7G
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
box mAP
43.4
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
AP50
65.5
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
AP75
48.4
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
APS
27.2
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
APM
46.5
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
APL
54.9
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
D-RFCN + SNIP (ResNet-101, multi-scale)
http://arxiv.org/abs/1711.08189v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
box mAP
43.2
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
AP50
63.0
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
AP75
46.6
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
APS
25.1
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
APM
46.5
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
APL
55.2
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
Grid R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1811.12030v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
box mAP
43.2
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
AP50
62.8
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
AP75
46.6
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
APS
26.5
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
APM
46.2
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
APL
53.3
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
Hardware Burden
null
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-101-64x4d-FPN)
https://arxiv.org/abs/1904.01355v5
Operations per network pass
null
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
box mAP
43.2
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
APS
24.4
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
APM
44.6
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
APL
57.3
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
CornerNet-Saccade (Hourglass-104, multi-scale)
https://arxiv.org/abs/1904.08900v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
box mAP
43.1
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
AP50
60.5
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
AP75
46.6
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
APS
23.2
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
APM
46.4
16k > Object Detection
COCO test-dev
PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
APL
56.9
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
box mAP
43.0
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
AP50
64
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
AP75
47
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
APS
25.3
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
APM
45.6
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
APL
54.6
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
Libra R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1904.02701v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
DyHead (ResNet-50)
https://arxiv.org/abs/2106.08322v1
box mAP
43
16k > Object Detection
COCO test-dev
DyHead (ResNet-50)
https://arxiv.org/abs/2106.08322v1
AP50
60.7
16k > Object Detection
COCO test-dev
DyHead (ResNet-50)
https://arxiv.org/abs/2106.08322v1
AP75
46.8
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
box mAP
42.8
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
AP50
65.0
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
AP75
46.3
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
APS
24.9
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
APM
46.2
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
APL
54.7
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
RPDet (ResNet-101-DCN)
https://arxiv.org/abs/1904.11490v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
box mAP
42.8
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
AP50
62.3
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
AP75
46.1
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
APS
23.7
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
APM
45.2
16k > Object Detection
COCO test-dev
SpineNet-49 (640, RetinaNet, single-scale)
https://arxiv.org/abs/1912.05027v3
APL
57.3
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
box mAP
42.8