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 701750 of 1441 papers

TitleStatusHype
Shape of Motion: 4D Reconstruction from a Single Video0
SMORE: Simultaneous Map and Object REconstruction0
SimVS: Simulating World Inconsistencies for Robust View Synthesis0
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing0
Single-Layer Learnable Activation for Implicit Neural Representation (SL^2A-INR)0
Single-view Neural Radiance Fields with Depth Teacher0
Single-View View Synthesis with Self-Rectified Pseudo-Stereo0
SIREN: Semantic, Initialization-Free Registration of Multi-Robot Gaussian Splatting Maps0
Skel3D: Skeleton Guided Novel View Synthesis0
SlotLifter: Slot-guided Feature Lifting for Learning Object-centric Radiance Fields0
SLS4D: Sparse Latent Space for 4D Novel View Synthesis0
SMERF: Streamable Memory Efficient Radiance Fields for Real-Time Large-Scene Exploration0
SmileSplat: Generalizable Gaussian Splats for Unconstrained Sparse Images0
Snap-it, Tap-it, Splat-it: Tactile-Informed 3D Gaussian Splatting for Reconstructing Challenging Surfaces0
S-NeRF: Neural Radiance Fields for Street Views0
SNeRF: Stylized Neural Implicit Representations for 3D Scenes0
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning0
SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting0
SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction0
SOMSI: Spherical Novel View Synthesis With Soft Occlusion Multi-Sphere Images0
SonarSplat: Novel View Synthesis of Imaging Sonar via Gaussian Splatting0
SoundBrush: Sound as a Brush for Visual Scene Editing0
SPAD: Spatially Aware Multi-View Diffusers0
SPAD : Spatially Aware Multiview Diffusers0
Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud0
Sparse3D: Distilling Multiview-Consistent Diffusion for Object Reconstruction from Sparse Views0
SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction0
Sparse Input View Synthesis: 3D Representations and Reliable Priors0
Sparse Pose Trajectory Completion0
3DGR-CT: Sparse-View CT Reconstruction with a 3D Gaussian Representation0
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis0
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting0
SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations0
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input0
SpatialMe: Stereo Video Conversion Using Depth-Warping and Blend-Inpainting0
SPC to 3D: Novel View Synthesis from Binary SPC via I2I translation0
SpecGaussian with Latent Features: A High-quality Modeling of the View-dependent Appearance for 3D Gaussian Splatting0
Spectral-GS: Taming 3D Gaussian Splatting with Spectral Entropy0
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation0
SpikeGen: Generative Framework for Visual Spike Stream Processing0
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion0
SpikeNVS: Enhancing Novel View Synthesis from Blurry Images via Spike Camera0
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields0
SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM0
Splat and Replace: 3D Reconstruction with Repetitive Elements0
SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface0
Splatfacto-W: A Nerfstudio Implementation of Gaussian Splatting for Unconstrained Photo Collections0
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving0
Splatt3R: Zero-shot Gaussian Splatting from Uncalibrated Image Pairs0
SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video0
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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