task_path
stringlengths
3
199
dataset
stringlengths
1
128
model_name
stringlengths
1
223
paper_url
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21
601
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stringlengths
1
9.22k
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49S, 640x640)
https://arxiv.org/abs/1912.05027v3
APM
45
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49S, 640x640)
https://arxiv.org/abs/1912.05027v3
APL
58
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
box mAP
41
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
AP50
62.9
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
AP75
44.3
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
APS
23.6
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
APM
44.1
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
APL
51.7
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
RPDet (ResNet-101)
https://arxiv.org/abs/1904.11490v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
box mAP
41.0
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
AP50
59.7
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
AP75
45
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
APS
22.1
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
APM
46.5
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
APL
53.8
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
Hardware Burden
34G
16k > Object Detection
COCO test-dev
M2Det (VGG-16, single-scale)
http://arxiv.org/abs/1811.04533v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
LeYOLO (Large@768)
https://arxiv.org/abs/2406.14239v1
box mAP
41.0
16k > Object Detection
COCO test-dev
LeYOLO (Large@768)
https://arxiv.org/abs/2406.14239v1
Params (M)
2.4
16k > Object Detection
COCO test-dev
LeYOLO (Large@768)
https://arxiv.org/abs/2406.14239v1
GFLOPs
8.4
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
box mAP
40.9
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
AP50
61.5
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
AP75
44
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
APS
24
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
APM
44.2
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
APL
51.3
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
Hardware Burden
38G
16k > Object Detection
COCO test-dev
FSAF (ResNet-101, single-scale)
http://arxiv.org/abs/1903.00621v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
box mAP
40.8
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
AP50
61.1
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
AP75
44.1
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
APS
24.1
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
APM
44.2
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
APL
51.2
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
Hardware Burden
4G
16k > Object Detection
COCO test-dev
RetinaNet (ResNeXt-101-FPN)
http://arxiv.org/abs/1708.02002v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
box mAP
40.6
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
AP50
59.9
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
AP75
44
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APS
22.6
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APM
42.7
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
APL
52.1
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
Hardware Burden
12G
16k > Object Detection
COCO test-dev
Cascade R-CNN (ResNet-50-FPN+, cascade)
http://arxiv.org/abs/1712.00726v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
box mAP
40.6
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
AP50
58.9
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
AP75
44.5
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APS
22.0
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APM
42.8
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APL
52.6
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
Hardware Burden
5G
16k > Object Detection
COCO test-dev
Faster R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
box mAP
40.6
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
APS
24.6
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
APM
43.9
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
APL
53.3
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
ResNet-50-DW-DPN (Deformable Kernels)
https://arxiv.org/abs/1910.02940v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
IoU-Net
http://arxiv.org/abs/1807.11590v1
box mAP
40.6
16k > Object Detection
COCO test-dev
IoU-Net
http://arxiv.org/abs/1807.11590v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
IoU-Net
http://arxiv.org/abs/1807.11590v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
box mAP
40.5
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
AP50
59.3
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APS
23.4
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APM
42.6
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
APL
51.0
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
Hardware Burden
16G
16k > Object Detection
COCO test-dev
FCOS (HRNetV2p-W48)
https://arxiv.org/abs/1908.07919v2
Operations per network pass
27.3G
16k > Object Detection
COCO test-dev
ResNet-50-FPN Mask R-CNN + KL Loss + var voting + soft-NMS
http://arxiv.org/abs/1809.08545v3
box mAP
40.4
16k > Object Detection
COCO test-dev
ResNet-50-FPN Mask R-CNN + KL Loss + var voting + soft-NMS
http://arxiv.org/abs/1809.08545v3
Hardware Burden
null
16k > Object Detection
COCO test-dev
ResNet-50-FPN Mask R-CNN + KL Loss + var voting + soft-NMS
http://arxiv.org/abs/1809.08545v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
box mAP
40.3
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
AP50
60.1
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
AP75
43
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
APS
22.1
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
APM
43.5
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
APL
51.5
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
RDSNet (ResNet-101, RetinaNet, mask, MBRM)
https://arxiv.org/abs/1912.05070v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
box mAP
40.2
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
AP50
55.5
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
AP75
43.2
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APS
20.4
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APM
43.2
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
APL
53.1
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
Hardware Burden
180G
16k > Object Detection
COCO test-dev
ExtremeNet (Hourglass-104, single-scale)
http://arxiv.org/abs/1901.08043v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
box mAP
40.1
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
AP50
60.5
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
AP75
44.1
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
APS
35.8
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
APM
57.3
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
APL
38.5
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
Hardware Burden
null
16k > Object Detection
COCO test-dev
Mask R-CNN (ResNet-101-FPN, CBN)
https://arxiv.org/abs/2002.05712v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
box mAP
40.1
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
AP50
59.4
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
AP75
43.8
16k > Object Detection
COCO test-dev
Fast R-CNN (Cascade RPN)
https://arxiv.org/abs/1909.06720v2
APS
22.1