task_path
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3
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stringlengths
1
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9.22k
16k > Object Detection
COCO test-dev
YOLOv4-P6 with TTA
https://arxiv.org/abs/2011.08036v2
AP50
72.6
16k > Object Detection
COCO test-dev
YOLOv4-P6 with TTA
https://arxiv.org/abs/2011.08036v2
AP75
60.2
16k > Object Detection
COCO test-dev
YOLOv7-W6 (84 fps)
https://arxiv.org/abs/2207.02696v1
box mAP
54.9
16k > Object Detection
COCO test-dev
Cascade Eff-B7 NAS-FPN (1280)
https://arxiv.org/abs/2012.07177v2
box mAP
54.8
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
box mAP
54.7
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
AP50
73.5
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
AP75
60.1
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
APS
37.4
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
APM
57.3
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, multi-scale)
https://arxiv.org/abs/2006.02334v2
APL
66.4
16k > Object Detection
COCO test-dev
GLEE-Lite
https://arxiv.org/abs/2312.09158v1
box mAP
54.7
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
box mAP
54.3
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
AP50
72.3
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
AP75
59.5
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
APS
36.6
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
APM
58.2
16k > Object Detection
COCO test-dev
YOLOv4-P6 CSP-P6 (single-scale, 32 fps)
https://arxiv.org/abs/2011.08036v2
APL
65.5
16k > Object Detection
COCO test-dev
SpineNet-190 (1280, with Self-training on OpenImages, single-scale)
https://arxiv.org/abs/2006.06882v2
box mAP
54.3
16k > Object Detection
COCO test-dev
SpineNet-190 (1280, with Self-training on OpenImages, single-scale)
https://arxiv.org/abs/2006.06882v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
SpineNet-190 (1280, with Self-training on OpenImages, single-scale)
https://arxiv.org/abs/2006.06882v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
box mAP
54.1
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
AP50
71.6
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
AP75
59.9
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
APS
35.8
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
APM
57.2
16k > Object Detection
COCO test-dev
UniverseNet-20.08d (Res2Net-101, DCN, multi-scale)
https://arxiv.org/abs/2103.14027v3
APL
67.4
16k > Object Detection
COCO test-dev
DyHead (ResNeXt-64x4d-101-DCN, multi scale)
https://arxiv.org/abs/2106.08322v1
box mAP
54
16k > Object Detection
COCO test-dev
DyHead (ResNeXt-64x4d-101-DCN, multi scale)
https://arxiv.org/abs/2106.08322v1
AP50
72.1
16k > Object Detection
COCO test-dev
DyHead (ResNeXt-64x4d-101-DCN, multi scale)
https://arxiv.org/abs/2106.08322v1
AP75
59.3
16k > Object Detection
COCO test-dev
dBOT ViT-B (CLIP)
https://arxiv.org/abs/2209.03917v3
box mAP
53.6
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
box mAP
53.5
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
AP50
71.6
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
AP75
59.1
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
APS
36.0
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
APM
56.3
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
APL
66.9
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
Hardware Burden
null
16k > Object Detection
COCO test-dev
PAA (ResNext-152-32x8d + DCN, multi-scale)
https://arxiv.org/abs/2007.08103v2
Operations per network pass
null
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
box mAP
53.5
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
AP50
71.1
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
AP75
59.2
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
APS
35.2
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
APM
56.4
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
APL
65.8
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
LSNet (Res2Net-101+ DCN, multi-scale)
https://arxiv.org/abs/2104.04899v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
dBOT ViT-B
https://arxiv.org/abs/2209.03917v3
box mAP
53.5
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
box mAP
53.3
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
AP50
72.0
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
AP75
58.0
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
APS
35.1
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
APM
56.2
16k > Object Detection
COCO test-dev
ResNeSt-200 (multi-scale)
https://arxiv.org/abs/2004.08955v2
APL
66.8
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
box mAP
53.3
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
AP50
71.9
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
AP75
58.5
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
APS
35.5
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
APM
55.8
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
APL
66.7
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
Cascade Mask R-CNN (Triple-ResNeXt152, multi-scale)
https://arxiv.org/abs/1909.03625v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
box mAP
53.3
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
AP50
71.6
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
AP75
58.5
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
APS
33.9
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
APM
56.5
16k > Object Detection
COCO test-dev
DetectoRS (ResNeXt-101-32x4d, single-scale)
https://arxiv.org/abs/2006.02334v2
APL
66.9
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
box mAP
53.3
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
AP50
70.9
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
AP75
59.2
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
APS
35.7
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
APM
56.1
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
APL
65.6
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
GFLV2 (Res2Net-101, DCN, multiscale)
https://arxiv.org/abs/2011.12885v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
YOLOv7-X (114 fps)
https://arxiv.org/abs/2207.02696v1
box mAP
53.1
16k > Object Detection
COCO test-dev
RelationNet++ (ResNeXt-64x4d-101-DCN)
https://arxiv.org/abs/2010.15831v1
box mAP
52.7
16k > Object Detection
COCO test-dev
RelationNet++ (ResNeXt-64x4d-101-DCN)
https://arxiv.org/abs/2010.15831v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
RelationNet++ (ResNeXt-64x4d-101-DCN)
https://arxiv.org/abs/2010.15831v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
EfficientDet-D7 (1536)
https://arxiv.org/abs/1911.09070v7
box mAP
52.6
16k > Object Detection
COCO test-dev
EfficientDet-D7 (1536)
https://arxiv.org/abs/1911.09070v7
AP50
71.6
16k > Object Detection
COCO test-dev
EfficientDet-D7 (1536)
https://arxiv.org/abs/1911.09070v7
AP75
56.9
16k > Object Detection
COCO test-dev
YOLOv4-P5 with TTA
https://arxiv.org/abs/2011.08036v2
box mAP
52.5
16k > Object Detection
COCO test-dev
YOLOv4-P5 with TTA
https://arxiv.org/abs/2011.08036v2
AP50
70.3
16k > Object Detection
COCO test-dev
YOLOv4-P5 with TTA
https://arxiv.org/abs/2011.08036v2
AP75
58
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
box mAP
52.3
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
AP50
71.9
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
AP75
58.1
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
APS
34.4
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
APM
54.4
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
APL
65.6
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
Hardware Burden
17G
16k > Object Detection
COCO test-dev
Deformable DETR (ResNeXt-101+DCN)
https://arxiv.org/abs/2010.04159v4
Operations per network pass
17.3G
16k > Object Detection
COCO test-dev
GCNet (ResNeXt-101 + DCN + cascade + GC r4)
https://arxiv.org/abs/2012.13375v1
box mAP
52.3
16k > Object Detection
COCO test-dev
GCNet (ResNeXt-101 + DCN + cascade + GC r4)
https://arxiv.org/abs/2012.13375v1
AP50
70.9
16k > Object Detection
COCO test-dev
GCNet (ResNeXt-101 + DCN + cascade + GC r4)
https://arxiv.org/abs/2012.13375v1
AP75
56.9
16k > Object Detection
COCO test-dev
GCNet (ResNeXt-101 + DCN + cascade + GC r4)
https://arxiv.org/abs/2012.13375v1
Hardware Burden
null
16k > Object Detection
COCO test-dev
GCNet (ResNeXt-101 + DCN + cascade + GC r4)
https://arxiv.org/abs/2012.13375v1
Operations per network pass
null
16k > Object Detection
COCO test-dev
PP-YOLOE-x(CSPRepResNet-x, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
box mAP
52.2
16k > Object Detection
COCO test-dev
PP-YOLOE-x(CSPRepResNet-x, 640x640, single-scale )
https://arxiv.org/abs/2203.16250v3
AP50
69.9