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 51–100 of 1441 papers

TitleStatusHype
3DGEER: Exact and Efficient Volumetric Rendering with 3D GaussiansCode1
Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesis—0
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views—0
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian SplattingCode1
ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGSCode2
Mobi-π: Mobilizing Your Robot Learning Policy—0
3D-UIR: 3D Gaussian for Underwater 3D Scene Reconstruction via Physics Based Appearance-Medium Decoupling—0
Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field ReconstructionCode0
Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud—0
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View SynthesisCode0
ErpGS: Equirectangular Image Rendering enhanced with 3D Gaussian Regularization—0
Triangle Splatting for Real-Time Radiance Field Rendering—0
Veta-GS: View-dependent deformable 3D Gaussian Splatting for thermal infrared Novel-view Synthesis—0
Improving Novel view synthesis of 360^ Scenes in Extremely Sparse Views by Jointly Training Hemisphere Sampled Synthetic ImagesCode0
Geometry-guided Online 3D Video Synthesis with Multi-View Temporal Consistency—0
SuperGS: Consistent and Detailed 3D Super-Resolution Scene Reconstruction via Gaussian Splatting—0
SpikeGen: Generative Framework for Visual Spike Stream Processing—0
CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting—0
RealEngine: Simulating Autonomous Driving in Realistic ContextCode1
Continuous Representation Methods, Theories, and Applications: An Overview and PerspectivesCode1
MGStream: Motion-aware 3D Gaussian for Streamable Dynamic Scene ReconstructionCode1
Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated VideosCode2
Hybrid 3D-4D Gaussian Splatting for Fast Dynamic Scene RepresentationCode2
SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations—0
Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views—0
Consistent Quantity-Quality Control across Scenes for Deployment-Aware Gaussian SplattingCode1
NVSPolicy: Adaptive Novel-View Synthesis for Generalizable Language-Conditioned Policy Learning—0
VRSplat: Fast and Robust Gaussian Splatting for Virtual RealityCode2
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset—0
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild—0
NeuGen: Amplifying the 'Neural' in Neural Radiance Fields for Domain Generalization—0
RefRef: A Synthetic Dataset and Benchmark for Reconstructing Refractive and Reflective ObjectsCode1
Steepest Descent Density Control for Compact 3D Gaussian Splatting—0
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting—0
High Dynamic Range Novel View Synthesis with Single ExposureCode0
RayZer: A Self-supervised Large View Synthesis Model—0
GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion—0
Unconstrained Large-scale 3D Reconstruction and Rendering across Altitudes—0
TesserAct: Learning 4D Embodied World Models—0
CE-NPBG: Connectivity Enhanced Neural Point-Based Graphics for Novel View Synthesis in Autonomous Driving Scenes—0
TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians—0
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian SplattingCode1
CasualHDRSplat: Robust High Dynamic Range 3D Gaussian Splatting from Casually Captured VideosCode1
HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes—0
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional LearningCode0
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video—0
VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control—0
Metamon-GS: Enhancing Representability with Variance-Guided Densification and Light Encoding—0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays—0
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAMCode0
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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