task_path
stringlengths
3
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dataset
stringlengths
1
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model_name
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1
223
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9.22k
16k > Object Detection > 3D Object Detection
waymo cyclist
M3DeTR
https://arxiv.org/abs/2104.11896v3
APH/L2
67.28
16k > Object Detection > 3D Object Detection
waymo vehicle
PillarNeXt
https://arxiv.org/abs/2305.04925v1
APH/L2
75.76
16k > Object Detection > 3D Object Detection
waymo vehicle
DSVT(val)
https://arxiv.org/abs/2301.06051v2
APH/L2
74.1
16k > Object Detection > 3D Object Detection
waymo vehicle
DSVT(val)
https://arxiv.org/abs/2301.06051v2
L1 mAP
82.1
16k > Object Detection > 3D Object Detection
waymo vehicle
CenterFormer
https://arxiv.org/abs/2209.05588v1
APH/L2
73.8
16k > Object Detection > 3D Object Detection
waymo vehicle
PV-RCNN
https://arxiv.org/abs/1912.13192v2
APH/L2
73.23
16k > Object Detection > 3D Object Detection
waymo vehicle
SST
https://arxiv.org/abs/2112.06375v1
APH/L2
72.74
16k > Object Detection > 3D Object Detection
waymo vehicle
M3DeTR
https://arxiv.org/abs/2104.11896v3
APH/L2
70.54
16k > Object Detection > 3D Object Detection
waymo vehicle
M3DeTR
https://arxiv.org/abs/2104.11896v3
L1 mAP
77.66
16k > Object Detection > 3D Object Detection
waymo vehicle
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
77.09
16k > Object Detection > 3D Object Detection
waymo vehicle
Pyramid-PV
https://arxiv.org/abs/2109.02499v1
AP
76.3
16k > Object Detection > 3D Object Detection
waymo vehicle
VoTr-TSD
https://arxiv.org/abs/2109.02497v2
L1 mAP
74.95
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
AP
43
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
AP50
64.9
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
AP75
48.5
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
AR
48.6
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
ARI
58.2
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
ARm
41.2
16k > Object Detection > 3D Object Detection
nuScenes-F
RRPN + R101 - F
https://arxiv.org/abs/1905.00526v2
ARs
4
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
3D-FCT
https://arxiv.org/abs/2110.02531v1
AP
89.15%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
83.83%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
F-ConvNet
https://arxiv.org/abs/1903.01864v2
AP
79.58%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
79.22%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
STD
https://arxiv.org/abs/1907.10471v1
AP
78.89%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
PV-RCNN
https://arxiv.org/abs/1912.13192v2
AP
78.60%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
PointPillars
https://arxiv.org/abs/1812.05784v2
AP
75.78%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
PointRCNN
https://arxiv.org/abs/1812.04244v2
AP
73.93%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
Frustum PointNets
http://arxiv.org/abs/1711.08488v2
AP
71.96%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
IPOD
http://arxiv.org/abs/1812.05276v1
AP
71.40%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
AVOD + Feature Pyramid
http://arxiv.org/abs/1712.02294v4
AP
64.0%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Easy
VoxelNet
http://arxiv.org/abs/1711.06396v1
AP
61.22%
16k > Object Detection > 3D Object Detection
KITTI Pedestrian
PiFeNet
https://arxiv.org/abs/2112.15458v3
mAP
0.486
16k > Object Detection > 3D Object Detection
Cityscapes 3D
TaskPrompter
https://arxiv.org/abs/2304.00971v3
mDS
32.94
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
AP
35.5
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
AP50
59
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
AP75
37
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
AR
42.1
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
ARI
51.4
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
ARm
39.1
16k > Object Detection > 3D Object Detection
nuScenes-FB
RRPN + R101 - FB
https://arxiv.org/abs/1905.00526v2
ARs
21.1
16k > Object Detection > 3D Object Detection
waymo pedestrian
DSVT(val)
https://arxiv.org/abs/2301.06051v2
APH/L2
76.4
16k > Object Detection > 3D Object Detection
waymo pedestrian
PillarNeXt
https://arxiv.org/abs/2305.04925v1
APH/L2
75.98
16k > Object Detection > 3D Object Detection
waymo pedestrian
CenterFormer
https://arxiv.org/abs/2209.05588v1
APH/L2
75.0
16k > Object Detection > 3D Object Detection
waymo pedestrian
SST
https://arxiv.org/abs/2112.06375v1
APH/L2
73.51
16k > Object Detection > 3D Object Detection
waymo pedestrian
CenterPoint
https://arxiv.org/abs/2006.11275v2
APH/L2
71.52
16k > Object Detection > 3D Object Detection
waymo pedestrian
PV-RCNN
https://arxiv.org/abs/1912.13192v2
APH/L2
70.16
16k > Object Detection > 3D Object Detection
waymo pedestrian
M3DeTR
https://arxiv.org/abs/2104.11896v3
APH/L2
68.20
16k > Object Detection > 3D Object Detection
Heavy Snowfall
PV-RCNN
https://arxiv.org/abs/2203.15118v2
mod. Car AP@.7IoU
41.79
16k > Object Detection > 3D Object Detection
Dense Fog
PV-RCNN
https://arxiv.org/abs/2108.05249v3
mod. Car AP@.5IoU
47.38
16k > Object Detection > 3D Object Detection
Dense Fog
PV-RCNN
https://arxiv.org/abs/2108.05249v3
mod. Cyclist AP@.25IoU
27.89
16k > Object Detection > 3D Object Detection
Dense Fog
PV-RCNN
https://arxiv.org/abs/2108.05249v3
mod. Pedestrian AP@.25IoU
40.65
16k > Object Detection > 3D Object Detection
Dense Fog
PV-RCNN
https://arxiv.org/abs/2108.05249v3
mod. mAP
38.64
16k > Object Detection > 3D Object Detection
Aria Synthetic Environments
EVL
https://arxiv.org/abs/2406.10224v1
MAP
75
16k > Object Detection > 3D Object Detection
Aria Synthetic Environments
ImVoxelNet
https://arxiv.org/abs/2406.10224v1
MAP
64
16k > Object Detection > 3D Object Detection
Aria Synthetic Environments
Cube R-CNN
https://arxiv.org/abs/2406.10224v1
MAP
36
16k > Object Detection > 3D Object Detection
Aria Synthetic Environments
3DETR
https://arxiv.org/abs/2406.10224v1
MAP
33
16k > Object Detection > 3D Object Detection
TruckScenes
SpaRC
https://arxiv.org/abs/2411.19860v1
NDS
37.4
16k > Object Detection > 3D Object Detection
TruckScenes
SpaRC
https://arxiv.org/abs/2411.19860v1
mAP
27.2
16k > Object Detection > 3D Object Detection
TruckScenes
HyDRa
https://arxiv.org/abs/2403.07746v4
NDS
22.4
16k > Object Detection > 3D Object Detection
TruckScenes
HyDRa
https://arxiv.org/abs/2403.07746v4
mAP
12.8
16k > Object Detection > 3D Object Detection
TruckScenes
PETR
https://arxiv.org/abs/2203.05625v3
NDS
12.1
16k > Object Detection > 3D Object Detection
TruckScenes
PETR
https://arxiv.org/abs/2203.05625v3
mAP
2.2
16k > Object Detection > 3D Object Detection
TruckScenes
RadarGNN
https://arxiv.org/abs/2304.06547v1
NDS
10.8
16k > Object Detection > 3D Object Detection
TruckScenes
RadarGNN
https://arxiv.org/abs/2304.06547v1
mAP
7.0
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
3D-FCT
https://arxiv.org/abs/2110.02531v1
AP
75.86%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
66.74%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
66.13%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
F-ConvNet
https://arxiv.org/abs/1903.01864v2
AP
64.68%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
PV-RCNN
https://arxiv.org/abs/1912.13192v2
AP
63.71%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
STD
https://arxiv.org/abs/1907.10471v1
AP
62.53%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
PointRCNN
https://arxiv.org/abs/1812.04244v2
AP
59.60%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
PointPillars
https://arxiv.org/abs/1812.05784v2
AP
59.07%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
VoxelNet With Eloss
https://arxiv.org/abs/2302.00986v1
AP
58%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
Frustum PointNets
http://arxiv.org/abs/1711.08488v2
AP
56.77%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
IPOD
http://arxiv.org/abs/1812.05276v1
AP
53.46%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
AVOD + Feature Pyramid
http://arxiv.org/abs/1712.02294v4
AP
52.18%
16k > Object Detection > 3D Object Detection
KITTI Cyclists Moderate
VoxelNet
http://arxiv.org/abs/1711.06396v1
AP
48.36%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
3D-FCT
https://arxiv.org/abs/2110.02531v1
AP
58.4%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
SVGA-Net
https://arxiv.org/abs/2006.04043v2
AP
47.71%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
HotSpotNet
https://arxiv.org/abs/1912.12791v3
AP
44.81%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
IPOD
http://arxiv.org/abs/1812.05276v1
AP
44.68%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
STD
https://arxiv.org/abs/1907.10471v1
AP
44.24%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
F-ConvNet
https://arxiv.org/abs/1903.01864v2
AP
43.38%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
Frustrum-PointPillars
https://ieeexplore.ieee.org/document/9607424
AP
42.89 %
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
AVOD + Feature Pyramid
http://arxiv.org/abs/1712.02294v4
AP
42.81%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
Frustum PointNets
http://arxiv.org/abs/1711.08488v2
AP
42.15%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
PointPillars
https://arxiv.org/abs/1812.05784v2
AP
41.92%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
M3DeTR
https://arxiv.org/abs/2104.11896v3
AP
41.02%
16k > Object Detection > 3D Object Detection
KITTI Pedestrians Moderate
VoxelNet
http://arxiv.org/abs/1711.06396v1
AP
33.69%
16k > Object Detection > 3D Object Detection
KITTI Pedestrian Easy
PiFeNet
https://arxiv.org/abs/2112.15458v3
Average Precision
0.5639
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Easy
CIE
https://arxiv.org/abs/2207.07933v2
AP Easy
31.55
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Easy
CMKD
https://arxiv.org/abs/2211.07171v1
AP Easy
28.55
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Easy
MonoDGP
https://arxiv.org/abs/2410.19590v1
AP Easy
26.35
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Easy
DD3D
https://arxiv.org/abs/2108.06417v1
AP Easy
23.22
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Easy
CaDDN
https://arxiv.org/abs/2103.01100v2
AP Easy
19.17
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cyclist Moderate
CMKD
https://arxiv.org/abs/2211.07171v1
AP Medium
6.67
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cyclist Moderate
CaDDN
https://arxiv.org/abs/2103.01100v2
AP Medium
3.41
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cyclist Hard
CMKD
https://arxiv.org/abs/2211.07171v1
AP Hard
6.34
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cyclist Hard
CaDDN
https://arxiv.org/abs/2103.01100v2
AP Hard
3.30
16k > Object Detection > 3D Object Detection > Monocular 3D Object Detection
KITTI Cars Moderate
CIE
https://arxiv.org/abs/2207.07933v2
AP Medium
20.95