SOTAVerified

Single-View 3D Reconstruction

Papers

Showing 150 of 98 papers

TitleStatusHype
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single ImageCode7
Wonder3D: Single Image to 3D using Cross-Domain DiffusionCode5
Zero-1-to-3: Zero-shot One Image to 3D ObjectCode4
Splatter Image: Ultra-Fast Single-View 3D ReconstructionCode3
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° ViewsCode2
Multiview Compressive Coding for 3D ReconstructionCode2
Learning to Recover 3D Scene Shape from a Single ImageCode2
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D GenerationCode2
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with TransformersCode2
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstructionCode2
Gen3DSR: Generalizable 3D Scene Reconstruction via Divide and Conquer from a Single ViewCode2
PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime CharactersCode2
UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D ReconstructionCode1
A Dataset-Dispersion Perspective on Reconstruction Versus Recognition in Single-View 3D Reconstruction NetworksCode1
Topologically-Aware Deformation Fields for Single-View 3D ReconstructionCode1
SyncDreamer: Generating Multiview-consistent Images from a Single-view ImageCode1
Learning to Detect 3D Reflection Symmetry for Single-View ReconstructionCode1
An Effective Loss Function for Generating 3D Models from Single 2D Image without RenderingCode1
3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal PerspectiveCode1
Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance ConsistencyCode1
Semi-Supervised Single-View 3D Reconstruction via Prototype Shape PriorsCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
Self-supervised Single-view 3D Reconstruction via Semantic ConsistencyCode1
Robust Learning Through Cross-Task ConsistencyCode1
Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment ReconstructionCode1
ABO: Dataset and Benchmarks for Real-World 3D Object UnderstandingCode1
Rethinking Content and Style: Exploring Bias for Unsupervised DisentanglementCode1
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDFCode1
Generative Proxemics: A Prior for 3D Social Interaction from ImagesCode1
MonoScene: Monocular 3D Semantic Scene CompletionCode1
PoinTr: Diverse Point Cloud Completion with Geometry-Aware TransformersCode1
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and ChallengesCode1
Continuous Object Representation Networks: Novel View Synthesis without Target View SupervisionCode1
Viewset Diffusion: (0-)Image-Conditioned 3D Generative Models from 2D DataCode1
Domain-Adaptive Single-View 3D ReconstructionCode0
3D-LMNet: Latent Embedding Matching for Accurate and Diverse 3D Point Cloud Reconstruction from a Single ImageCode0
DISN: Deep Implicit Surface Network for High-quality Single-view 3D ReconstructionCode0
Two-stage Synthetic Supervising and Multi-view Consistency Self-supervising based Animal 3D Reconstruction by Single ImageCode0
GAMesh: Guided and Augmented Meshing for Deep Point NetworksCode0
Hyperparameter-Free Losses for Model-Based Monocular ReconstructionCode0
Learning Implicit Fields for Generative Shape ModelingCode0
Learning Single-View 3D Reconstruction with Limited Pose SupervisionCode0
Learning to Predict 3D Objects with an Interpolation-based Differentiable RendererCode0
LIST: Learning Implicitly from Spatial Transformers for Single-View 3D ReconstructionCode0
M3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D ReconstructionCode0
PQ-NET: A Generative Part Seq2Seq Network for 3D ShapesCode0
Predicting 3D shapes, masks, and properties of materials, liquids, and objects inside transparent containers, using the TransProteus CGI datasetCode0
SDFDiff: Differentiable Rendering of Signed Distance Fields for 3D Shape OptimizationCode0
Semi-supervised Single-view 3D Reconstruction via Multi Shape Prior Fusion Strategy and Self-AttentionCode0
Soft Rasterizer: A Differentiable Renderer for Image-based 3D ReasoningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SDFDiff3DIoU0.67Unverified
2ZubicLio3DIoU0.65Unverified
3DIB-R3DIoU0.61Unverified
4NMR [19]3DIoU0.6Unverified
5voxel [47]3DIoU0.57Unverified
6retrieval [47]3DIoU0.48Unverified
#ModelMetricClaimedVerifiedStatus
1AtlasNet3DIoU3Unverified
2DISN3DIoU0.57Unverified
3OccNet3DIoU0.56Unverified
4IMNET3DIoU0.55Unverified
53DN3DIoU0.49Unverified
6Pxl2mesh3DIoU0.47Unverified
#ModelMetricClaimedVerifiedStatus
1NU-MCCAvg. F183.8Unverified
2MCCAvg. F156.7Unverified
3PointTrAvg. F139.7Unverified
#ModelMetricClaimedVerifiedStatus
1SyncDreamerChamfer Distance0.03Unverified
2Wonder3DChamfer Distance0.02Unverified
3Unique3DChamfer Distance0.01Unverified
#ModelMetricClaimedVerifiedStatus
1towards end-to-end neuromorphic voxel-based 3d object reconstruction without physical priorsA-mIoU0.54Unverified
2E2VA-mIoU0.35Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID66.8Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID63.5Unverified
#ModelMetricClaimedVerifiedStatus
13D Magic MirrorFID46.7Unverified
#ModelMetricClaimedVerifiedStatus
1XYZNetR20.94Unverified