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

Showing 301350 of 1441 papers

TitleStatusHype
EventSplat: 3D Gaussian Splatting from Moving Event Cameras for Real-time Rendering0
Faster and Better 3D Splatting via Group Training0
From an Image to a Scene: Learning to Imagine the World from a Million 360 VideosCode2
ResGS: Residual Densification of 3D Gaussian for Efficient Detail Recovery0
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 SecondsCode4
Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular VideoCode2
MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views0
Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis0
Momentum-GS: Momentum Gaussian Self-Distillation for High-Quality Large Scene ReconstructionCode2
Pushing Rendering Boundaries: Hard Gaussian Splatting0
Extrapolated Urban View Synthesis BenchmarkCode1
DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction0
Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field RenderingCode4
HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian SplattingCode2
Human Multi-View Synthesis from a Single-View Model:Transferred Body and Face Representations0
NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images0
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis0
Skel3D: Skeleton Guided Novel View Synthesis0
2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction0
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos0
ρ-NeRF: Leveraging Attenuation Priors in Neural Radiance Field for 3D Computed Tomography Reconstruction0
How to Use Diffusion Priors under Sparse Views?Code1
SfM-Free 3D Gaussian Splatting via Hierarchical TrainingCode2
HUGSIM: A Real-Time, Photo-Realistic and Closed-Loop Simulator for Autonomous DrivingCode3
CTRL-D: Controllable Dynamic 3D Scene Editing with Personalized 2D Diffusion0
CRAYM: Neural Field Optimization via Camera RAY Matching0
Driving Scene Synthesis on Free-form Trajectories with Generative Prior0
DynSUP: Dynamic Gaussian Splatting from An Unposed Image Pair0
LiDAR-EDIT: LiDAR Data Generation by Editing the Object Layouts in Real-World Scenes0
GausSurf: Geometry-Guided 3D Gaussian Splatting for Surface Reconstruction0
DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering0
AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using SmartphonesCode4
SuperGaussians: Enhancing Gaussian Splatting Using Primitives with Spatially Varying ColorsCode2
Gaussians-to-Life: Text-Driven Animation of 3D Gaussian Splatting ScenesCode1
Differentiable Voxel-based X-ray Rendering Improves Sparse-View 3D CBCT ReconstructionCode3
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models0
SmileSplat: Generalizable Gaussian Splats for Unconstrained Sparse Images0
MAGiC-SLAM: Multi-Agent Gaussian Globally Consistent SLAMCode3
G2SDF: Surface Reconstruction from Explicit Gaussians with Implicit SDFs0
PreF3R: Pose-Free Feed-Forward 3D Gaussian Splatting from Variable-length Image Sequence0
Quark: Real-time, High-resolution, and General Neural View Synthesis0
MVGenMaster: Scaling Multi-View Generation from Any Image via 3D Priors Enhanced Diffusion ModelCode2
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting SynthesisCode2
Fixing the Perspective: A Critical Examination of Zero-1-to-30
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving0
3D Convex Splatting: Radiance Field Rendering with 3D Smooth ConvexesCode3
Novel View Extrapolation with Video Diffusion Priors0
Image Compression Using Novel View Synthesis Priors0
Sparse Input View Synthesis: 3D Representations and Reliable Priors0
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes0
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
10LightGaussianLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified