SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 1441 papers

TitleStatusHype
G2SDF: Surface Reconstruction from Explicit Gaussians with Implicit SDFs—0
Fixing the Perspective: A Critical Examination of Zero-1-to-3—0
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving—0
Novel View Extrapolation with Video Diffusion Priors—0
Image Compression Using Novel View Synthesis Priors—0
Sparse Input View Synthesis: 3D Representations and Reliable Priors—0
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels—0
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes—0
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input—0
GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views—0
Direct and Explicit 3D Generation from a Single Image—0
DiHuR: Diffusion-Guided Generalizable Human Reconstruction—0
The Oxford Spires Dataset: Benchmarking Large-Scale LiDAR-Visual Localisation, Reconstruction and Radiance Field Methods—0
Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching—0
DyGASR: Dynamic Generalized Exponential Splatting with Surface Alignment for Accelerated 3D Mesh Reconstruction—0
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization—0
Projecting Gaussian Ellipsoids While Avoiding Affine Projection Approximation—0
Novel View Synthesis with Pixel-Space Diffusion Models—0
A Hierarchical Compression Technique for 3D Gaussian Splatting Compression—0
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction—0
Through the Curved Cover: Synthesizing Cover Aberrated Scenes with Refractive Field—0
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting—0
GANESH: Generalizable NeRF for Lensless Imaging—0
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training—0
InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular VideoCode0
GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering—0
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis—0
GUMBEL-NERF: Representing Unseen Objects as Part-Compositional Neural Radiance Fields—0
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering—0
ArCSEM: Artistic Colorization of SEM Images via Gaussian Splatting—0
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction—0
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis—0
Few-shot NeRF by Adaptive Rendering Loss Regularization—0
FreeVS: Generative View Synthesis on Free Driving Trajectory—0
VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points—0
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias—0
VistaDream: Sampling multiview consistent images for single-view scene reconstruction—0
Fully Explicit Dynamic Gaussian Splatting—0
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors—0
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors—0
Learning autonomous driving from aerial imagery—0
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction—0
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View—0
Scalable Indoor Novel-View Synthesis using Drone-Captured 360 Imagery with 3D Gaussian Splatting—0
LoGS: Visual Localization via Gaussian Splatting with Fewer Training Images—0
SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly DetectionCode0
DifFRelight: Diffusion-Based Facial Performance Relighting—0
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction—0
Comparative Analysis of Novel View Synthesis and Photogrammetry for 3D Forest Stand Reconstruction and extraction of individual tree parameters—0
6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering—0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2K-Planes (hybrid)PSNR26.92—Unverified
3JAXNeRFPSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
103DGEERLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified