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9.22k
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Easy val
F-PointNet [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
65.08
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
SA-SSD+EBM
https://arxiv.org/abs/2012.04634v2
AP
95.45
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
PV-RCNN++
https://arxiv.org/abs/2102.00463v3
AP
92.57
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
92.29
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
PC-RGNN
https://arxiv.org/abs/2012.10412v3
AP
90.94
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
90.59
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
Voxel R-CNN
https://arxiv.org/abs/2012.15712v2
AP
89.41
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
PVCNN
https://arxiv.org/abs/1907.03739v2
AP
84.02
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
F-PointNet [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
83.26
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
MV3D
http://arxiv.org/abs/1611.07759v3
AP
71.29
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
MV3D (LiDAR)
http://arxiv.org/abs/1611.07759v3
AP
71.19
16k > Object Detection > 3D Object Detection
KITTI Cars Easy val
PGD
https://arxiv.org/abs/2107.14160v3
AP
24.35
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
SpaRC
https://arxiv.org/abs/2411.19860v1
NDS
69.9
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
RCBEVDet++
https://arxiv.org/abs/2409.04979v1
NDS
68.7
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
HyDRa
https://arxiv.org/abs/2403.07746v4
NDS
64.2
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
RCBEVDet
https://arxiv.org/abs/2403.16440v1
NDS
63.9
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
CRN
https://arxiv.org/abs/2304.00670v3
NDS
62.4
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
RCM-Fusion
https://arxiv.org/abs/2307.10249v5
NDS
58.7
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
X3KD
http://openaccess.thecvf.com//content/CVPR2023/html/Klingner_X3KD_Knowledge_Distillation_Across_Modalities_Tasks_and_Stages_for_Multi-Camera_CVPR_2023_paper.html
NDS
55.3
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
CRAFT
https://arxiv.org/abs/2209.06535v2
NDS
52.3
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
MVFusion
https://arxiv.org/abs/2302.10511v1
NDS
51.7
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
ClusterFusion
https://arxiv.org/abs/2309.03734v2
NDS
48.7
16k > Object Detection > 3D Object Detection
nuscenes Camera-Radar
CenterFusion
https://arxiv.org/abs/2011.04841v1
NDS
44.9
16k > Object Detection > 3D Object Detection
MultiScan
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.25
64.2
16k > Object Detection > 3D Object Detection
MultiScan
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.5
51.6
16k > Object Detection > 3D Object Detection
MultiScan
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.25
56.7
16k > Object Detection > 3D Object Detection
MultiScan
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.5
42.3
16k > Object Detection > 3D Object Detection
MultiScan
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.25
53.8
16k > Object Detection > 3D Object Detection
MultiScan
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.5
40.7
16k > Object Detection > 3D Object Detection
ScanNetV2
DEST (based on V-DETR) (TTA)
https://arxiv.org/abs/2503.14493v1
mAP@0.25
78.8
16k > Object Detection > 3D Object Detection
ScanNetV2
DEST (based on V-DETR) (TTA)
https://arxiv.org/abs/2503.14493v1
mAP@0.5
67.9
16k > Object Detection > 3D Object Detection
ScanNetV2
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.25
77.5
16k > Object Detection > 3D Object Detection
ScanNetV2
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.5
66.1
16k > Object Detection > 3D Object Detection
ScanNetV2
V-DETR
https://arxiv.org/abs/2308.04409v1
mAP@0.25
77.8
16k > Object Detection > 3D Object Detection
ScanNetV2
V-DETR
https://arxiv.org/abs/2308.04409v1
mAP@0.5
65.9
16k > Object Detection > 3D Object Detection
ScanNetV2
UDeerMvDETR
https://arxiv.org/abs/2408.06604v1
mAP@0.25
78.0
16k > Object Detection > 3D Object Detection
ScanNetV2
UDeerMvDETR
https://arxiv.org/abs/2408.06604v1
mAP@0.5
65.8
16k > Object Detection > 3D Object Detection
ScanNetV2
OneFormer3D
https://arxiv.org/abs/2311.14405v1
mAP@0.25
76.9
16k > Object Detection > 3D Object Detection
ScanNetV2
OneFormer3D
https://arxiv.org/abs/2311.14405v1
mAP@0.5
65.3
16k > Object Detection > 3D Object Detection
ScanNetV2
BFL
null
mAP@0.25
74.6
16k > Object Detection > 3D Object Detection
ScanNetV2
BFL
null
mAP@0.5
65.3
16k > Object Detection > 3D Object Detection
ScanNetV2
Swin3D-L+CAGroup3D
https://arxiv.org/abs/2304.06906v3
mAP@0.25
76.4
16k > Object Detection > 3D Object Detection
ScanNetV2
Swin3D-L+CAGroup3D
https://arxiv.org/abs/2304.06906v3
mAP@0.5
63.2
16k > Object Detection > 3D Object Detection
ScanNetV2
QueryFormer
http://openaccess.thecvf.com//content/ICCV2023/html/Lu_Query_Refinement_Transformer_for_3D_Instance_Segmentation_ICCV_2023_paper.html
mAP@0.25
73.4
16k > Object Detection > 3D Object Detection
ScanNetV2
QueryFormer
http://openaccess.thecvf.com//content/ICCV2023/html/Lu_Query_Refinement_Transformer_for_3D_Instance_Segmentation_ICCV_2023_paper.html
mAP@0.5
61.7
16k > Object Detection > 3D Object Detection
ScanNetV2
CAGroup3D
https://arxiv.org/abs/2210.04264v1
mAP@0.25
75.1
16k > Object Detection > 3D Object Detection
ScanNetV2
CAGroup3D
https://arxiv.org/abs/2210.04264v1
mAP@0.5
61.3
16k > Object Detection > 3D Object Detection
ScanNetV2
PBNet
https://arxiv.org/abs/2207.11209v4
mAP@0.25
69.3
16k > Object Detection > 3D Object Detection
ScanNetV2
PBNet
https://arxiv.org/abs/2207.11209v4
mAP@0.5
60.1
16k > Object Detection > 3D Object Detection
ScanNetV2
SPGroup3D
https://arxiv.org/abs/2312.13641v1
mAP@0.25
74.3
16k > Object Detection > 3D Object Detection
ScanNetV2
SPGroup3D
https://arxiv.org/abs/2312.13641v1
mAP@0.5
59.6
16k > Object Detection > 3D Object Detection
ScanNetV2
Point-GCC+TR3D
https://arxiv.org/abs/2305.19623v2
mAP@0.25
73.1
16k > Object Detection > 3D Object Detection
ScanNetV2
Point-GCC+TR3D
https://arxiv.org/abs/2305.19623v2
mAP@0.5
59.6
16k > Object Detection > 3D Object Detection
ScanNetV2
SoftGroup
https://arxiv.org/abs/2203.01509v1
mAP@0.25
71.6
16k > Object Detection > 3D Object Detection
ScanNetV2
SoftGroup
https://arxiv.org/abs/2203.01509v1
mAP@0.5
59.4
16k > Object Detection > 3D Object Detection
ScanNetV2
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.25
72.9
16k > Object Detection > 3D Object Detection
ScanNetV2
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.5
59.3
16k > Object Detection > 3D Object Detection
ScanNetV2
DEST (based on GroupFree3D)
https://arxiv.org/abs/2503.14493v1
mAP@0.25
71.3
16k > Object Detection > 3D Object Detection
ScanNetV2
DEST (based on GroupFree3D)
https://arxiv.org/abs/2503.14493v1
mAP@0.5
58.1
16k > Object Detection > 3D Object Detection
ScanNetV2
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.25
71.5
16k > Object Detection > 3D Object Detection
ScanNetV2
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.5
57.3
16k > Object Detection > 3D Object Detection
ScanNetV2
RBGNet
https://arxiv.org/abs/2204.02251v1
mAP@0.25
70.6
16k > Object Detection > 3D Object Detection
ScanNetV2
RBGNet
https://arxiv.org/abs/2204.02251v1
mAP@0.5
55.2
16k > Object Detection > 3D Object Detection
ScanNetV2
RepSurf-U
https://arxiv.org/abs/2205.05740v2
mAP@0.25
71.2
16k > Object Detection > 3D Object Detection
ScanNetV2
RepSurf-U
https://arxiv.org/abs/2205.05740v2
mAP@0.5
54.8
16k > Object Detection > 3D Object Detection
ScanNetV2
TokenFusion
https://arxiv.org/abs/2204.08721v2
mAP@0.25
70.8
16k > Object Detection > 3D Object Detection
ScanNetV2
TokenFusion
https://arxiv.org/abs/2204.08721v2
mAP@0.5
54.2
16k > Object Detection > 3D Object Detection
ScanNetV2
GroupFree3D
https://arxiv.org/abs/2104.00678v2
mAP@0.25
69.1
16k > Object Detection > 3D Object Detection
ScanNetV2
GroupFree3D
https://arxiv.org/abs/2104.00678v2
mAP@0.5
52.8
16k > Object Detection > 3D Object Detection
ScanNetV2
BRNet
https://arxiv.org/abs/2104.06114v2
mAP@0.25
66.1
16k > Object Detection > 3D Object Detection
ScanNetV2
BRNet
https://arxiv.org/abs/2104.06114v2
mAP@0.5
50.9
16k > Object Detection > 3D Object Detection
ScanNetV2
3D-MPA
https://arxiv.org/abs/2003.13867v1
mAP@0.25
64.2
16k > Object Detection > 3D Object Detection
ScanNetV2
3D-MPA
https://arxiv.org/abs/2003.13867v1
mAP@0.5
49.2
16k > Object Detection > 3D Object Detection
ScanNetV2
H3DNet
https://arxiv.org/abs/2006.05682v3
mAP@0.25
67.2
16k > Object Detection > 3D Object Detection
ScanNetV2
H3DNet
https://arxiv.org/abs/2006.05682v3
mAP@0.5
48.1
16k > Object Detection > 3D Object Detection
ScanNetV2
3DETR-m
https://arxiv.org/abs/2109.08141v1
mAP@0.25
65.0
16k > Object Detection > 3D Object Detection
ScanNetV2
3DETR-m
https://arxiv.org/abs/2109.08141v1
mAP@0.5
47.0
16k > Object Detection > 3D Object Detection
ScanNetV2
VoteNet (PC-FractalDB)
http://openaccess.thecvf.com//content/CVPR2022/html/Yamada_Point_Cloud_Pre-Training_With_Natural_3D_Structures_CVPR_2022_paper.html
mAP@0.25
63.4
16k > Object Detection > 3D Object Detection
ScanNetV2
VoteNet (PC-FractalDB)
http://openaccess.thecvf.com//content/CVPR2022/html/Yamada_Point_Cloud_Pre-Training_With_Natural_3D_Structures_CVPR_2022_paper.html
mAP@0.5
39.9
16k > Object Detection > 3D Object Detection
ScanNetV2
GSDN
https://arxiv.org/abs/2006.12356v1
mAP@0.25
62.8
16k > Object Detection > 3D Object Detection
ScanNetV2
GSDN
https://arxiv.org/abs/2006.12356v1
mAP@0.5
34.8
16k > Object Detection > 3D Object Detection
ScanNetV2
HGNet
http://openaccess.thecvf.com/content_CVPR_2020/html/Chen_A_Hierarchical_Graph_Network_for_3D_Object_Detection_on_Point_CVPR_2020_paper.html
mAP@0.25
61.3
16k > Object Detection > 3D Object Detection
ScanNetV2
HGNet
http://openaccess.thecvf.com/content_CVPR_2020/html/Chen_A_Hierarchical_Graph_Network_for_3D_Object_Detection_on_Point_CVPR_2020_paper.html
mAP@0.5
34.4
16k > Object Detection > 3D Object Detection
ScanNetV2
VoteNet
https://arxiv.org/abs/1904.09664v2
mAP@0.25
58.6
16k > Object Detection > 3D Object Detection
ScanNetV2
VoteNet
https://arxiv.org/abs/1904.09664v2
mAP@0.5
33.5
16k > Object Detection > 3D Object Detection
ScanNetV2
ImGeoNet (RGB only)
https://arxiv.org/abs/2308.09098v1
mAP@0.25
54.8
16k > Object Detection > 3D Object Detection
ScanNetV2
ImGeoNet (RGB only)
https://arxiv.org/abs/2308.09098v1
mAP@0.5
28.4
16k > Object Detection > 3D Object Detection
ScanNetV2
ImVoxelNet (RGB only)
https://arxiv.org/abs/2106.01178v3
mAP@0.25
48.1
16k > Object Detection > 3D Object Detection
ScanNetV2
ImVoxelNet (RGB only)
https://arxiv.org/abs/2106.01178v3
mAP@0.5
22.7
16k > Object Detection > 3D Object Detection
ScanNetV2
3D-SIS
http://arxiv.org/abs/1812.07003v3
mAP@0.25
40.2
16k > Object Detection > 3D Object Detection
ScanNetV2
3D-SIS
http://arxiv.org/abs/1812.07003v3
mAP@0.5
22.5
16k > Object Detection > 3D Object Detection
ScanNetV2
GSPN
http://arxiv.org/abs/1812.03320v1
mAP@0.25
30.6
16k > Object Detection > 3D Object Detection
ScanNetV2
GSPN
http://arxiv.org/abs/1812.03320v1
mAP@0.5
17.7
16k > Object Detection > 3D Object Detection
ScanNetV2
SGPN
https://arxiv.org/abs/1711.08588v2
mAP@0.25
20.7
16k > Object Detection > 3D Object Detection
waymo cyclist
DSVT(val)
https://arxiv.org/abs/2301.06051v2
APH/L2
78.0
16k > Object Detection > 3D Object Detection
waymo cyclist
CenterFormer
https://arxiv.org/abs/2209.05588v1
APH/L2
73.3
16k > Object Detection > 3D Object Detection
waymo cyclist
SST
https://arxiv.org/abs/2112.06375v1
APH/L2
72.17
16k > Object Detection > 3D Object Detection
waymo cyclist
CenterPoint
https://arxiv.org/abs/2006.11275v2
APH/L2
71.28
16k > Object Detection > 3D Object Detection
waymo cyclist
PV-RCNN
https://arxiv.org/abs/1912.13192v2
APH/L2
71.16
16k > Object Detection > 3D Object Detection
waymo cyclist
PillarNeXt
https://arxiv.org/abs/2305.04925v1
APH/L2
70.55