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SOTA
3D物体検出
3D Object Detection On View Of Delft Val
3D Object Detection On View Of Delft Val
評価指標
mAP
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
Columns
モデル名
mAP
Paper Title
Repository
RCBEVDet
49.99
RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection
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FUTR3D R
49.0
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion
-
HGSFusion
58.96
HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection
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BEVFusion R
49.3
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion
-
RadarNeXt
50.48
RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging Radar
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SMURF
50.97
SMURF: Spatial Multi-Representation Fusion for 3D Object Detection with 4D Imaging Radar
-
RCFusion
49.7
RCFusion: Fusing 4-D Radar and Camera With Bird’s-Eye View Features for 3-D Object Detection
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HyDRa
60.9
Unleashing HyDRa: Hybrid Fusion, Depth Consistency and Radar for Unified 3D Perception
-
RadarPillarNet
46.0
RCFusion: Fusing 4-D Radar and Camera With Bird’s-Eye View Features for 3-D Object Detection
-
PointPillars
45.2
Multi-Class Road User Detection With 3+1D Radar in the View-of-Delft Dataset
LXL
56.31
LXL: LiDAR Excluded Lean 3D Object Detection with 4D Imaging Radar and Camera Fusion
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3D Object Detection On View Of Delft Val | SOTA | HyperAI超神経