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 351–400 of 1441 papers

TitleStatusHype
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels—0
PR-ENDO: Physically Based Relightable Gaussian Splatting for EndoscopyCode1
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
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D ReconstructionCode2
The Oxford Spires Dataset: Benchmarking Large-Scale LiDAR-Visual Localisation, Reconstruction and Radiance Field Methods—0
Efficient Density Control for 3D Gaussian SplattingCode1
Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching—0
DyGASR: Dynamic Generalized Exponential Splatting with Surface Alignment for Accelerated 3D Mesh Reconstruction—0
BillBoard Splatting (BBSplat): Learnable Textured Primitives for Novel View SynthesisCode2
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization—0
Novel View Synthesis with Pixel-Space Diffusion Models—0
Projecting Gaussian Ellipsoids While Avoiding Affine Projection Approximation—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
SplatFormer: Point Transformer for Robust 3D Gaussian SplattingCode3
GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting—0
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse ViewsCode3
GANESH: Generalizable NeRF for Lensless Imaging—0
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View SynthesisCode2
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training—0
InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular VideoCode0
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale ScenesCode5
Self-Ensembling Gaussian Splatting for Few-Shot Novel View SynthesisCode1
GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering—0
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed ImagesCode4
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis—0
PF3plat: Pose-Free Feed-Forward 3D Gaussian SplattingCode3
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
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis—0
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction—0
VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points—0
Few-shot NeRF by Adaptive Rendering Loss Regularization—0
FreeVS: Generative View Synthesis on Free Driving Trajectory—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
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors—0
FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors—0
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction—0
Learning autonomous driving from aerial imagery—0
DepthSplat: Connecting Gaussian Splatting and DepthCode5
Hybrid bundle-adjusting 3D Gaussians for view consistent rendering with pose optimizationCode1
UniGS: Modeling Unitary 3D Gaussians for Novel View Synthesis from Sparse-view ImagesCode1
Triplet: Triangle Patchlet for Mesh-Based Inverse Rendering and Scene Parameters ApproximationCode1
Show:102550
← PrevPage 8 of 29Next →
All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2JAXNeRFPSNR26.92—Unverified
3K-Planes (hybrid)PSNR26.92—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
10LightGaussianLPIPS0.21—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