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9.22k
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PV-RCNN++
https://arxiv.org/abs/2102.00463v3
AP
90.14%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
CIA-SSD
https://arxiv.org/abs/2012.03015v1
AP
89.59%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PC-RGNN
https://arxiv.org/abs/2012.10412v3
AP
89.13%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
Joint
http://openaccess.thecvf.com/content_CVPR_2020/html/Zhou_Joint_3D_Instance_Segmentation_and_Object_Detection_for_Autonomous_Driving_CVPR_2020_paper.html
AP
87.74%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
87.33%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
UberATG-MMF
https://arxiv.org/abs/2012.12397v1
AP
86.81%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
STD
https://arxiv.org/abs/1907.10471v1
AP
86.61%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PointRGCN
https://arxiv.org/abs/1911.12236v1
AP
85.97%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
F-ConvNet
https://arxiv.org/abs/1903.01864v2
AP
85.88%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PC-CNN-V2
http://arxiv.org/abs/1803.00387v1
AP
84.33%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PointRCNN
https://arxiv.org/abs/1812.04244v2
AP
84.32%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
RoarNet
http://arxiv.org/abs/1811.03818v1
AP
83.71%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
AVOD + Feature Pyramid
http://arxiv.org/abs/1712.02294v4
AP
81.94%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
Frustum PointNets
http://arxiv.org/abs/1711.08488v2
AP
81.2%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
IPOD
http://arxiv.org/abs/1812.05276v1
AP
79.75%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PointPillars
https://arxiv.org/abs/1812.05784v2
AP
79.05%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
VoxelNet
http://arxiv.org/abs/1711.06396v1
AP
77.47%
16k > Object Detection > 3D Object Detection
KITTI Cars Easy
PGD
https://arxiv.org/abs/2107.14160v3
AP
19.05%
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
Far3D
https://arxiv.org/abs/2308.09616v2
NDS
68.7
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
Far3D
https://arxiv.org/abs/2308.09616v2
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
RayDN
https://arxiv.org/abs/2402.03634v2
NDS
68.6
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
RayDN
https://arxiv.org/abs/2402.03634v2
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
HoP
https://arxiv.org/abs/2304.00967v1
NDS
68.5
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
HoP
https://arxiv.org/abs/2304.00967v1
Future Frame
yes
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
StreamPETR-Large
https://arxiv.org/abs/2303.11926v2
NDS
67.6
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
StreamPETR-Large
https://arxiv.org/abs/2303.11926v2
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SparseBEV (V2-99)
https://arxiv.org/abs/2308.09244v2
NDS
67.5
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SparseBEV (V2-99)
https://arxiv.org/abs/2308.09244v2
Future Frame
yes
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
VCD-A
https://arxiv.org/abs/2310.15670v1
NDS
67.2
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
VCD-A
https://arxiv.org/abs/2310.15670v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
GeoBEV (V2-99)
https://arxiv.org/abs/2409.01816v2
NDS
66.2
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVFormer v2 (InternImage-XL)
https://arxiv.org/abs/2211.10439v1
NDS
63.4
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVFormer v2 (InternImage-XL)
https://arxiv.org/abs/2211.10439v1
Future Frame
yes
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
CAPE
https://arxiv.org/abs/2303.10209v1
NDS
62.8
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
CAPE
https://arxiv.org/abs/2303.10209v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SA-BEV
https://arxiv.org/abs/2307.11477v1
NDS
62.4
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SA-BEV
https://arxiv.org/abs/2307.11477v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SOLOFusion-pure
https://arxiv.org/abs/2210.02443v1
NDS
61.9
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SOLOFusion-pure
https://arxiv.org/abs/2210.02443v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVStereo
https://arxiv.org/abs/2209.10248v1
NDS
61.0
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVStereo
https://arxiv.org/abs/2209.10248v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDepth-pure
https://arxiv.org/abs/2206.10092v2
NDS
60.9
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDepth-pure
https://arxiv.org/abs/2206.10092v2
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SeaBird
https://arxiv.org/abs/2403.20318v1
NDS
59.7
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
SeaBird
https://arxiv.org/abs/2403.20318v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDistill
https://arxiv.org/abs/2211.09386v1
NDS
59.4
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDistill
https://arxiv.org/abs/2211.09386v1
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
PETRv2-pure
https://arxiv.org/abs/2206.01256v3
NDS
59.2
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
PETRv2-pure
https://arxiv.org/abs/2206.01256v3
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
PolarFormer
https://arxiv.org/abs/2206.15398v6
NDS
57.2
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
PolarFormer
https://arxiv.org/abs/2206.15398v6
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDet4D
https://arxiv.org/abs/2203.17054v3
NDS
56.9
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVDet4D
https://arxiv.org/abs/2203.17054v3
Future Frame
false
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVFormer
https://arxiv.org/abs/2203.17270v2
NDS
56.9
16k > Object Detection > 3D Object Detection
nuScenes Camera Only
BEVFormer
https://arxiv.org/abs/2203.17270v2
Future Frame
false
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
HyDRa
https://arxiv.org/abs/2403.07746v4
mAP
60.9
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
HGSFusion
https://arxiv.org/abs/2412.11489v1
mAP
58.96
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
LXL
https://arxiv.org/abs/2307.00724v4
mAP
56.31
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
SMURF
https://arxiv.org/abs/2307.10784v3
mAP
50.97
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
RadarNeXt
https://arxiv.org/abs/2501.02314v1
mAP
50.48
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
RCBEVDet
https://arxiv.org/abs/2403.16440v1
mAP
49.99
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
RCFusion
https://ieeexplore.ieee.org/document/10138035
mAP
49.7
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
BEVFusion R
https://arxiv.org/abs/2307.00724v4
mAP
49.3
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
FUTR3D R
https://arxiv.org/abs/2307.00724v4
mAP
49.0
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
RadarPillarNet
https://ieeexplore.ieee.org/document/10138035
mAP
46.0
16k > Object Detection > 3D Object Detection
View-of-Delft (val)
PointPillars
https://ieeexplore.ieee.org/document/9699098
mAP
45.2
16k > Object Detection > 3D Object Detection
Aria Everyday Objects
EVL
https://arxiv.org/abs/2406.10224v1
mAP
22
16k > Object Detection > 3D Object Detection
Aria Everyday Objects
3DETR
https://arxiv.org/abs/2406.10224v1
mAP
16
16k > Object Detection > 3D Object Detection
Aria Everyday Objects
ImVoxelNet
https://arxiv.org/abs/2406.10224v1
mAP
15
16k > Object Detection > 3D Object Detection
Aria Everyday Objects
Cube R-CNN
https://arxiv.org/abs/2406.10224v1
mAP
8
16k > Object Detection > 3D Object Detection
OPV2V
V2VNet (PointPillar backbone)
https://arxiv.org/abs/2008.07519v1
AP@0.7@Default
0.822
16k > Object Detection > 3D Object Detection
OPV2V
V2VNet (PointPillar backbone)
https://arxiv.org/abs/2008.07519v1
AP@0.7@CulverCity
0.734
16k > Object Detection > 3D Object Detection
OPV2V
Attentive Fusion (PointPillar backbone)
https://arxiv.org/abs/2109.07644v5
AP@0.7@Default
0.815
16k > Object Detection > 3D Object Detection
OPV2V
Attentive Fusion (PointPillar backbone)
https://arxiv.org/abs/2109.07644v5
AP@0.7@CulverCity
0.735
16k > Object Detection > 3D Object Detection
OPV2V
Cooper (PointPillar backbone)
https://arxiv.org/abs/1905.05265v1
AP@0.7@Default
0.800
16k > Object Detection > 3D Object Detection
OPV2V
Cooper (PointPillar backbone)
https://arxiv.org/abs/1905.05265v1
AP@0.7@CulverCity
0.696
16k > Object Detection > 3D Object Detection
OPV2V
F-Cooper (PointPillar backbone)
https://arxiv.org/abs/1909.06459v1
AP@0.7@Default
0.790
16k > Object Detection > 3D Object Detection
OPV2V
F-Cooper (PointPillar backbone)
https://arxiv.org/abs/1909.06459v1
AP@0.7@CulverCity
0.728
16k > Object Detection > 3D Object Detection
OPV2V
Late Fusion (PointPillar backbone)
https://arxiv.org/abs/2109.07644v5
AP@0.7@Default
0.781
16k > Object Detection > 3D Object Detection
OPV2V
Late Fusion (PointPillar backbone)
https://arxiv.org/abs/2109.07644v5
AP@0.7@CulverCity
0.669
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
NDS
0.78
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mAP
0.77
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mATE
0.23
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mASE
0.21
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mAOE
0.28
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mAVE
0.20
16k > Object Detection > 3D Object Detection
nuScenes
EA-LSS
https://arxiv.org/abs/2303.17895v4
mAAE
0.12
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
NDS
0.77
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mAP
0.75
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mATE
0.23
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mASE
0.22
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mAOE
0.27
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mAVE
0.21
16k > Object Detection > 3D Object Detection
nuScenes
MegFusion
null
mAAE
0.13
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
NDS
0.77
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
mAP
0.75
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
mATE
0.22
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
mASE
0.22
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
mAOE
0.28
16k > Object Detection > 3D Object Detection
nuScenes
MMFusion-e
null
mAVE
0.19