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3D Semantic Scene Completion On Nyuv2

Metriken

mIoU

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname
mIoU
Paper TitleRepository
SG-SSC55.42D Semantic-Guided Semantic Scene Completion
Am2fnet: Attention-based multiscale & multi-modality fused network31.73D Semantic Scene Completion: a Survey-
SPAwN (SUNCG pretraining)49.9Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors
CCPNet (SUNCG pretraining)41.3Cascaded Context Pyramid for Full-Resolution 3D Semantic Scene Completion-
AIC-Net33.3Anisotropic Convolutional Networks for 3D Semantic Scene Completion
EdgeNet (SUNCG pretraining)33.73D Semantic Scene Completion: a Survey-
3DSketch41.13D Sketch-aware Semantic Scene Completion via Semi-supervised Structure Prior
GRFNet32.93D Gated Recurrent Fusion for Semantic Scene Completion-
VVNet29.3View-volume Network for Semantic Scene Completion from a Single Depth Image-
VD-CRF: Semantic scene completion with dense CRF from a single depth image. (SUNCG pretraining)31.83D Semantic Scene Completion: a Survey-
3D semantic scene completion from a single depth image using adversarial training22.73D Semantic Scene Completion: a Survey-
Real-time semantic scene completion via feature aggregation and conditioned prediction34.43D Semantic Scene Completion: a Survey-
SPAwN48Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors
TS3D34.1Two Stream 3D Semantic Scene Completion-
ESSCNet26.7Efficient Semantic Scene Completion Network with Spatial Group Convolution
IPF-SPCNet: Semantic point completion network for 3D semantic scene completion35.1Semantic Point Completion Network for 3D Semantic Scene Completion-
EdgeNet27.8EdgeNet: Semantic Scene Completion from a Single RGB-D Image
LMSCNet-SS28.4LMSCNet: Lightweight Multiscale 3D Semantic Completion
ForkNet (SUNCG pretraining)37.1ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image-
Point-Voxel Aggregation Network46Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective-
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