SOTAVerified

3D Object Reconstruction

Image: Choy et al

Papers

Showing 4150 of 153 papers

TitleStatusHype
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
DSP-SLAM: Object Oriented SLAM with Deep Shape PriorsCode1
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View ReconstructionCode1
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse ViewsCode1
BEHAVE: Dataset and Method for Tracking Human Object InteractionsCode1
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingCode0
Adding Knowledge to Unsupervised Algorithms for the Recognition of IntentCode0
3D Object Reconstruction from a Single Depth View with Adversarial LearningCode0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object RepresentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GEOMetricsAvg F167.37Unverified
2MVDAvg F166.39Unverified
3Pixel2MeshAvg F159.72Unverified
4PSGNAvg F148.58Unverified
53D-R2N2Avg F139.01Unverified
6N3MRAvg F133.8Unverified
7LRGT3DIoU0.7Unverified
8UMIFormer3DIoU0.68Unverified
9Pix2Vox++/A3DIoU0.67Unverified
10Pix2Vox-A3DIoU0.66Unverified
#ModelMetricClaimedVerifiedStatus
1PHOSAChamfer Distance26.62Unverified
2CHOREChamfer Distance10.66Unverified
3CONTHOChamfer Distance8.42Unverified
#ModelMetricClaimedVerifiedStatus
1PIFu (3 views)Chamfer (cm)0.57Unverified
#ModelMetricClaimedVerifiedStatus
1SoftRas (full)3DIoU0.65Unverified