task_path
stringlengths
3
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stringlengths
1
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9.22k
16k > Object Detection > 3D Object Detection
DTTD-Mobile
ES6D
https://arxiv.org/abs/2204.01080v1
ADD AUC
13.25
16k > Object Detection > 3D Object Detection
DTTD-Mobile
ES6D
https://arxiv.org/abs/2204.01080v1
ADD-S AUC
37.38
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Hard val
PVCNN
https://arxiv.org/abs/1907.03739v2
AP
56.78
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Hard val
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
56.49
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Hard val
F-PointNet++ [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
53.59
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Hard val
F-PointNet [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
49.28
16k > Object Detection > 3D Object Detection
IRV2V
CoBEVFlow
null
AP50
86.4
16k > Object Detection > 3D Object Detection
IRV2V
CoBEVFlow
null
AP70
82.7
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate val
Deformable PV-RCNN
https://arxiv.org/abs/2008.08766v1
AP
73.46
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
mAP
0.478
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
mATE
0.113
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
mAOE
0.207
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
mASE
0.085
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
mAVE
0.53
16k > Object Detection > 3D Object Detection
SimBEV
UniTR+LSS
https://arxiv.org/abs/2502.01894v2
SDS
0.622
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
mAP
0.477
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
mATE
0.113
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
mAOE
0.224
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
mASE
0.09
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
mAVE
0.55
16k > Object Detection > 3D Object Detection
SimBEV
UniTR
https://arxiv.org/abs/2502.01894v2
SDS
0.617
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mAP
0.481
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mATE
0.146
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mAOE
0.122
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mASE
0.127
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
mAVE
1.54
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion
https://arxiv.org/abs/2502.01894v2
SDS
0.566
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
mAP
0.481
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
mATE
0.144
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
mAOE
0.133
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
mASE
0.134
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
mAVE
1.56
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-L
https://arxiv.org/abs/2502.01894v2
SDS
0.564
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
mAP
0.221
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
mATE
0.744
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
mAOE
1.044
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
mASE
0.137
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
mAVE
4.65
16k > Object Detection > 3D Object Detection
SimBEV
BEVFusion-C
https://arxiv.org/abs/2502.01894v2
SDS
0.251
16k > Object Detection > 3D Object Detection
V2X-SIM
QUEST
https://arxiv.org/abs/2308.01804v3
mAP
23.9
16k > Object Detection > 3D Object Detection
V2X-SIM
QUEST
https://arxiv.org/abs/2308.01804v3
mATE
0.832
16k > Object Detection > 3D Object Detection
V2X-SIM
QUEST
https://arxiv.org/abs/2308.01804v3
mASE
0.259
16k > Object Detection > 3D Object Detection
V2X-SIM
QUEST
https://arxiv.org/abs/2308.01804v3
mAOE
0.390
16k > Object Detection > 3D Object Detection
V2X-SIM
V2X-ViT
https://arxiv.org/abs/2203.10638v3
mAP
22.4
16k > Object Detection > 3D Object Detection
V2X-SIM
V2X-ViT
https://arxiv.org/abs/2203.10638v3
mATE
0.848
16k > Object Detection > 3D Object Detection
V2X-SIM
V2X-ViT
https://arxiv.org/abs/2203.10638v3
mASE
0.250
16k > Object Detection > 3D Object Detection
V2X-SIM
V2X-ViT
https://arxiv.org/abs/2203.10638v3
mAOE
0.383
16k > Object Detection > 3D Object Detection
V2X-SIM
DiscoNet
https://arxiv.org/abs/2111.00643v2
mAP
22.0
16k > Object Detection > 3D Object Detection
V2X-SIM
DiscoNet
https://arxiv.org/abs/2111.00643v2
mATE
0.787
16k > Object Detection > 3D Object Detection
V2X-SIM
DiscoNet
https://arxiv.org/abs/2111.00643v2
mASE
0.267
16k > Object Detection > 3D Object Detection
V2X-SIM
DiscoNet
https://arxiv.org/abs/2111.00643v2
mAOE
0.411
16k > Object Detection > 3D Object Detection
V2X-SIM
V2VNet
https://arxiv.org/abs/2008.07519v1
mAP
21.4
16k > Object Detection > 3D Object Detection
V2X-SIM
V2VNet
https://arxiv.org/abs/2008.07519v1
mATE
0.768
16k > Object Detection > 3D Object Detection
V2X-SIM
V2VNet
https://arxiv.org/abs/2008.07519v1
mASE
0.255
16k > Object Detection > 3D Object Detection
V2X-SIM
V2VNet
https://arxiv.org/abs/2008.07519v1
mAOE
0.349
16k > Object Detection > 3D Object Detection
V2X-SIM
Where2comm
https://arxiv.org/abs/2209.12836v1
mAP
19.0
16k > Object Detection > 3D Object Detection
V2X-SIM
Where2comm
https://arxiv.org/abs/2209.12836v1
mATE
0.911
16k > Object Detection > 3D Object Detection
V2X-SIM
Where2comm
https://arxiv.org/abs/2209.12836v1
mASE
0.275
16k > Object Detection > 3D Object Detection
V2X-SIM
Where2comm
https://arxiv.org/abs/2209.12836v1
mAOE
0.310
16k > Object Detection > 3D Object Detection
Clear Weather
PV-RCNN
https://arxiv.org/abs/2203.15118v2
mod. Car AP@.7IoU
45.71
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
SA-SSD+EBM
https://arxiv.org/abs/2012.04634v2
AP
86.83
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
85.41
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
PV-RCNN++
https://arxiv.org/abs/2102.00463v3
AP
84.83
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
Voxel R-CNN
https://arxiv.org/abs/2012.15712v2
AP
84.52
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
Deformable PV-RCNN
https://arxiv.org/abs/2008.08766v1
AP
83.3
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
PC-RGNN
https://arxiv.org/abs/2012.10412v3
AP
81.43
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
80.23
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
PVCNN
https://arxiv.org/abs/1907.03739v2
AP
71.54
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
F-PointNet [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
69.28
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
MV3D
http://arxiv.org/abs/1611.07759v3
AP
62.68
16k > Object Detection > 3D Object Detection
KITTI Cars Moderate val
PGD
https://arxiv.org/abs/2107.14160v3
AP
18.34
16k > Object Detection > 3D Object Detection
SUN-RGBD
Uni3DETR
https://arxiv.org/abs/2310.05699v1
mAP@0.25
67.0
16k > Object Detection > 3D Object Detection
SUN-RGBD
Uni3DETR
https://arxiv.org/abs/2310.05699v1
mAP@0.5
50.3
16k > Object Detection > 3D Object Detection
SUN-RGBD
CAGroup3D (Geo Only)
https://arxiv.org/abs/2210.04264v1
mAP@0.25
66.8
16k > Object Detection > 3D Object Detection
SUN-RGBD
CAGroup3D (Geo Only)
https://arxiv.org/abs/2210.04264v1
mAP@0.5
50.2
16k > Object Detection > 3D Object Detection
SUN-RGBD
ImVoteNet
https://arxiv.org/abs/2001.10692v1
mAP@0.25
63.4
16k > Object Detection > 3D Object Detection
SUN-RGBD
GroupFree3D
https://arxiv.org/abs/2104.00678v2
mAP@0.25
63.0
16k > Object Detection > 3D Object Detection
SUN-RGBD
GroupFree3D
https://arxiv.org/abs/2104.00678v2
mAP@0.5
45.2
16k > Object Detection > 3D Object Detection
SUN-RGBD
STRL + VoteNet ShapeNet_Pretrain
https://arxiv.org/abs/2109.00179v1
mAP@0.25
59.2
16k > Object Detection > 3D Object Detection
SUN-RGBD
STRL + VoteNet
https://arxiv.org/abs/2109.00179v1
mAP@0.25
58.2
16k > Object Detection > 3D Object Detection
SUN-RGBD
Frustum PointNets
http://arxiv.org/abs/1711.08488v2
mAP@0.25
54.0
16k > Object Detection > 3D Object Detection
SUN-RGBD
Frustum VoxNets v2
https://www.mdpi.com/1424-8220/21/4/1213/htm
mAP@0.25
45.0
16k > Object Detection > 3D Object Detection
SUN-RGBD
Frustum VoxNets v2
https://www.mdpi.com/1424-8220/21/4/1213/htm
Inference Speed (s)
0.21
16k > Object Detection > 3D Object Detection
S3DIS
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.5
60.8
16k > Object Detection > 3D Object Detection
S3DIS
UniDet3D
https://arxiv.org/abs/2409.04234v1
mAP@0.25
75.2
16k > Object Detection > 3D Object Detection
S3DIS
Point-GCC+TR3D
https://arxiv.org/abs/2305.19623v2
mAP@0.5
56.7
16k > Object Detection > 3D Object Detection
S3DIS
Point-GCC+TR3D
https://arxiv.org/abs/2305.19623v2
mAP@0.25
75.1
16k > Object Detection > 3D Object Detection
S3DIS
Swin3D-L+FCAF3D
https://arxiv.org/abs/2304.06906v3
mAP@0.5
54.0
16k > Object Detection > 3D Object Detection
S3DIS
Swin3D-L+FCAF3D
https://arxiv.org/abs/2304.06906v3
mAP@0.25
72.1
16k > Object Detection > 3D Object Detection
S3DIS
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.5
51.7
16k > Object Detection > 3D Object Detection
S3DIS
TR3D
https://arxiv.org/abs/2302.02858v3
mAP@0.25
74.5
16k > Object Detection > 3D Object Detection
S3DIS
SPGroup3D
https://arxiv.org/abs/2312.13641v1
mAP@0.5
47.2
16k > Object Detection > 3D Object Detection
S3DIS
SPGroup3D
https://arxiv.org/abs/2312.13641v1
mAP@0.25
69.2
16k > Object Detection > 3D Object Detection
S3DIS
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.5
45.9
16k > Object Detection > 3D Object Detection
S3DIS
FCAF3D
https://arxiv.org/abs/2112.00322v2
mAP@0.25
66.7
16k > Object Detection > 3D Object Detection
S3DIS
GSDN
https://arxiv.org/abs/2006.12356v1
mAP@0.5
25.1
16k > Object Detection > 3D Object Detection
S3DIS
GSDN
https://arxiv.org/abs/2006.12356v1
mAP@0.25
47.8
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Easy val
PVCNN
https://arxiv.org/abs/1907.03739v2
AP
73.2
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Easy val
F-PointNet++ [Qi:2018fd]
http://arxiv.org/abs/1711.08488v2
AP
70.00
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Easy val
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
67.64