task_path
stringlengths
3
199
dataset
stringlengths
1
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model_name
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1
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paper_url
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21
601
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9.22k
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APM
42.4
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APL
51.6
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
Hardware Burden
5G
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
box mAP
39.8
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP50
62.3
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP75
43.4
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
APS
22.1
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
APM
43.2
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
APL
51.2
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNeXt-101-FPN)
http://arxiv.org/abs/1703.06870v3
Hardware Burden
9G
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
box mAP
39.8
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
AP50
59.2
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
AP75
43.5
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
APS
21.8
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
APM
42.6
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
APL
50.7
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
GA-Faster-RCNN
http://arxiv.org/abs/1901.03278v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
ResNet-50 NAS-FCOS @256
https://arxiv.org/abs/1906.04423v4
box mAP
39.8
16k > Object Detection
COCO test-dev
A2MIM (ResNet-50 2x)
https://arxiv.org/abs/2205.13943v4
box mAP
39.8
16k > Object Detection
COCO test-dev
FPN (ResNet101 backbone)
http://arxiv.org/abs/1708.08169v1
box mAP
39.5
16k > Object Detection
COCO test-dev
FPN (ResNet101 backbone)
http://arxiv.org/abs/1708.08169v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
FPN (ResNet101 backbone)
http://arxiv.org/abs/1708.08169v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
box mAP
39.4
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
AP50
58.6
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
AP75
42.3
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
APS
21.9
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
APM
42.0
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
APL
51.0
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
Hardware Burden
9G
16k > Object Detection
COCO test-dev
RetinaMask (ResNet-50-FPN)
http://arxiv.org/abs/1901.03353v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
LeYOLO (Medium@640)
https://arxiv.org/abs/2406.14239v1
box mAP
39.3
16k > Object Detection
COCO test-dev
LeYOLO (Medium@640)
https://arxiv.org/abs/2406.14239v1
GFLOPs
5.8
16k > Object Detection
COCO test-dev
AA-ResNet-10 + RetinaNet
https://arxiv.org/abs/1904.09925v5
box mAP
39.2
16k > Object Detection
COCO test-dev
AA-ResNet-10 + RetinaNet
https://arxiv.org/abs/1904.09925v5
Hardware Burden
null
16k > Object Detection
COCO test-dev
AA-ResNet-10 + RetinaNet
https://arxiv.org/abs/1904.09925v5
Operations per network pass
24.5G
16k > Object Detection
COCO test-dev
MAL (ResNet50, single-scale)
https://arxiv.org/abs/1912.02252v1
box mAP
39.2
16k > Object Detection
COCO test-dev
MAL (ResNet50, single-scale)
https://arxiv.org/abs/1912.02252v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
MAL (ResNet50, single-scale)
https://arxiv.org/abs/1912.02252v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
box mAP
39.1
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
AP50
59.1
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
AP75
42.3
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
APS
21.8
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
APM
42.7
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
APL
50.2
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
Hardware Burden
4G
16k > Object Detection
COCO test-dev
RetinaNet (ResNet-101-FPN)
http://arxiv.org/abs/1708.02002v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
box mAP
38.8
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
AP50
61.1
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
AP75
41.9
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
APS
21.3
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
APM
41.8
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
APL
49.8
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
Hardware Burden
3G
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-101-FPN+)
http://arxiv.org/abs/1712.00726v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
box mAP
38.8
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
AP50
59.4
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
AP75
41.7
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
APS
20.5
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
APM
43.9
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
APL
53.4
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
Hardware Burden
27G
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, single-scale)
http://arxiv.org/abs/1811.04533v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
box mAP
38.5
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
AP50
55.6
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
AP75
41.4
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
APS
19.2
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
APM
42.1
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
APL
50.6
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
Hardware Burden
46G
16k > Object Detection
COCO test-dev
SaccadeNet (DLA-34-DCN)
https://arxiv.org/abs/2003.12125v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
box mAP
38.2
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP50
60.3
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
AP75
41.7
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
APS
20.1
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
APM
41.1
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
APL
50.2
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN)
http://arxiv.org/abs/1703.06870v3
Hardware Burden
9G
16k > Object Detection
COCO test-dev
LeYOLO (Small@640)
https://arxiv.org/abs/2406.14239v1
box mAP
38.2
16k > Object Detection
COCO test-dev
LeYOLO (Small@640)
https://arxiv.org/abs/2406.14239v1
Params (M)
1.9
16k > Object Detection
COCO test-dev
LeYOLO (Small@640)
https://arxiv.org/abs/2406.14239v1
GFLOPs
4.51
16k > Object Detection
COCO test-dev
WSMA-Seg
https://arxiv.org/abs/1904.13300v3
box mAP
38.1
16k > Object Detection
COCO test-dev
WSMA-Seg
https://arxiv.org/abs/1904.13300v3
Hardware Burden
null
16k > Object Detection
COCO test-dev
WSMA-Seg
https://arxiv.org/abs/1904.13300v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
Faster R-CNN + FPN + CGD
https://arxiv.org/abs/1907.09665v10
box mAP
37.9
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
box mAP
37.8
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
AP50
53.7
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
AP75
40.1
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
APS
17.0
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
APM
39.0
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
APL
50.5
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
CornerNet511 (Hourglass-52, single-scale)
http://arxiv.org/abs/1808.01244v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
box mAP
37.6
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
AP50
58.7
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
AP75
40.8
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
APS
22.7
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
APM
40.3
16k > Object Detection
COCO test-dev
RefineDet512+ (VGG-16)
http://arxiv.org/abs/1711.06897v3
APL
48.3