task_path
stringlengths
3
199
dataset
stringlengths
1
128
model_name
stringlengths
1
223
paper_url
stringlengths
21
601
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1
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metric_value
stringlengths
1
9.22k
16k > Object Detection
COCO test-dev
FreeAnchor (ResNeXt-101)
https://arxiv.org/abs/1909.02466v2
APS
27
16k > Object Detection
COCO test-dev
FreeAnchor (ResNeXt-101)
https://arxiv.org/abs/1909.02466v2
APM
47.9
16k > Object Detection
COCO test-dev
FreeAnchor (ResNeXt-101)
https://arxiv.org/abs/1909.02466v2
APL
56
16k > Object Detection
COCO test-dev
FreeAnchor (ResNeXt-101)
https://arxiv.org/abs/1909.02466v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
FreeAnchor (ResNeXt-101)
https://arxiv.org/abs/1909.02466v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
box mAP
44.7
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
AP50
64.1
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
AP75
48.4
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
APS
27.6
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
APM
47.5
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
APL
55.6
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
Hardware Burden
null
16k > Object Detection
COCO test-dev
FCOS (ResNeXt-64x4d-101-FPN 4 + improvements)
https://arxiv.org/abs/1904.01355v5
Operations per network pass
null
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
box mAP
44.7
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
AP50
63.1
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
AP75
48.6
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
APS
27.1
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
APL
55.9
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
Hardware Burden
null
16k > Object Detection
COCO test-dev
CenterMask+VoVNet2-57 (single-scale)
https://arxiv.org/abs/1911.06667v6
Operations per network pass
null
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
box mAP
44.6
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
AP50
65.2
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
AP75
48.6
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
APS
29.7
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
APM
47.1
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
APL
54.6
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
FSAF (ResNeXt-101, multi-scale)
http://arxiv.org/abs/1903.00621v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
box mAP
44.6
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP50
65.0
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
AP75
47.5
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
APS
24.6
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
APM
48.1
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
APL
58.3
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
Hardware Burden
null
16k > Object Detection
COCO test-dev
aLRP Loss (ResNext-101, DCN, 500 scale)
https://arxiv.org/abs/2009.13592v4
Operations per network pass
null
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
box mAP
44.6
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
AP50
63.4
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
AP75
48.4
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
APM
47.2
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
Hardware Burden
null
16k > Object Detection
COCO test-dev
CenterMask + X-101-32x8d (single-scale)
https://arxiv.org/abs/1911.06667v6
Operations per network pass
null
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
box mAP
44.3
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
AP50
63.8
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
AP75
47.6
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
APS
25.9
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
APM
47.7
16k > Object Detection
COCO test-dev
RetinaNet (SpineNet-49, 640x640)
https://arxiv.org/abs/1912.05027v3
APL
61.1
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
box mAP
44.3
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
AP50
62.9
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
AP75
47.5
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
APS
24.0
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
APM
48.5
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
APL
60.4
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
YOLOF-DC5
https://arxiv.org/abs/2103.09460v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
box mAP
44.3
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
AP50
62.3
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
AP75
48.5
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
APS
26.8
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
APM
47.7
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
APL
54.1
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
GFLV2 (ResNet-50)
https://arxiv.org/abs/2011.12885v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
box mAP
44.2
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
AP50
67.5
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
AP75
51.1
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
APS
27.2
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
APM
50.3
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
APL
57.7
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
InterNet (ResNet-101-FPN, multi-scale)
http://arxiv.org/abs/1903.11851v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
box mAP
44.2
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
AP50
64.6
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
AP75
49.3
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
APS
29.2
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
APM
47.9
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
APL
55.1
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
Hardware Burden
34G
16k > Object Detection
COCO test-dev
M2Det (VGG-16, multi-scale)
http://arxiv.org/abs/1811.04533v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
box mAP
43.9
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
AP50
65.7
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
AP75
48.1
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
APS
25.4
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
APM
46.7
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
APL
56.3
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
Hardware Burden
null
16k > Object Detection
COCO test-dev
Faster R-CNN (LIP-ResNet-101-MD w FPN)
https://arxiv.org/abs/1908.04156v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
box mAP
43.9
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
AP50
64.4
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
AP75
48
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
APS
29.6
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
APM
49.6
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
APL
54.3
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
Hardware Burden
27G
16k > Object Detection
COCO test-dev
M2Det (ResNet-101, multi-scale)
http://arxiv.org/abs/1811.04533v3
Operations per network pass
null
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
box mAP
43.9
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
AP50
64.1
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
AP75
49.2
16k > Object Detection
COCO test-dev
YOLOv3 @800 + ASFF* (Darknet-53)
https://arxiv.org/abs/1911.09516v2
APS
27.0