SOTAVerified

Single-View 3D Reconstruction

Papers

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Showing 76–98 of 98 papers

TitleStatusHype
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes—0
Towards End-to-End Neuromorphic Voxel-based 3D Object Reconstruction Without Physical Priors—0
Towards Unified 3D Hair Reconstruction from Single-View Portraits—0
T-Pixel2Mesh: Combining Global and Local Transformer for 3D Mesh Generation from a Single Image—0
Using Adaptive Gradient for Texture Learning in Single-View 3D Reconstruction—0
ViT-NeBLa: A Hybrid Vision Transformer and Neural Beer-Lambert Framework for Single-View 3D Reconstruction of Oral Anatomy from Panoramic Radiographs—0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
Learning to Predict 3D Objects with an Interpolation-based Differentiable RendererCode0
DISN: Deep Implicit Surface Network for High-quality Single-view 3D ReconstructionCode0
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape OptimizationCode0
Domain-Adaptive Single-View 3D ReconstructionCode0
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI datasetCode0
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single ImageCode0
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesCode0
Semi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-AttentionCode0
M3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D ReconstructionCode0
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single ImageCode0
VoloGAN: Adversarial Domain Adaptation for Synthetic Depth DataCode0
Learning Single-View 3D Reconstruction with Limited Pose SupervisionCode0
Learning Implicit Fields for Generative Shape ModelingCode0
Hyperparameter-Free Losses for Model-Based Monocular ReconstructionCode0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D ReconstructionCode0
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All datasetsShapeNetShapeNetCoreCommon Objects in 3DGSOSynthEVox3D-TinyATRCUB-200-2011Market-HQTransProteus

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SDFDiff3DIoU0.67—Unverified
2ZubicLio3DIoU0.65—Unverified
3DIB-R3DIoU0.61—Unverified
4NMR [19]3DIoU0.6—Unverified
5voxel [47]3DIoU0.57—Unverified
6retrieval [47]3DIoU0.48—Unverified
#ModelMetricClaimedVerifiedStatus
1AtlasNet3DIoU3—Unverified
2DISN3DIoU0.57—Unverified
3OccNet3DIoU0.56—Unverified
4IMNET3DIoU0.55—Unverified
53DN3DIoU0.49—Unverified
6Pxl2mesh3DIoU0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1NU-MCCAvg. F183.8—Unverified
2MCCAvg. F156.7—Unverified
3PointTrAvg. F139.7—Unverified
#ModelMetricClaimedVerifiedStatus
1SyncDreamerChamfer Distance0.03—Unverified
2Wonder3DChamfer Distance0.02—Unverified
3Unique3DChamfer Distance0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1towards end-to-end neuromorphic voxel-based 3d object reconstruction without physical priorsA-mIoU0.54—Unverified
2E2VA-mIoU0.35—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID66.8—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID63.5—Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID46.7—Unverified
#ModelMetricClaimedVerifiedStatus
1XYZNetR20.94—Unverified