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 451500 of 1441 papers

TitleStatusHype
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian SplattingCode1
City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the WebCode1
How to Use Diffusion Priors under Sparse Views?Code1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
altiro3D: Scene representation from single image and novel view synthesisCode1
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D ReconstructionCode1
HDR-NeRF: High Dynamic Range Neural Radiance FieldsCode1
SVG-IR: Spatially-Varying Gaussian Splatting for Inverse RenderingCode1
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw ImagesCode1
Harnessing Low-Frequency Neural Fields for Few-Shot View SynthesisCode1
Direct-PoseNet: Absolute Pose Regression with Photometric ConsistencyCode1
TC-GS: Tri-plane based compression for 3D Gaussian SplattingCode1
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint SynthesisCode1
GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersCode1
Hallucinated Neural Radiance Fields in the WildCode1
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View SettingsCode1
3D GAN Inversion with Pose OptimizationCode1
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
G-Style: Stylized Gaussian SplattingCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
3D Multi-frame Fusion for Video StabilizationCode1
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural IntegrityCode1
GS-EVT: Cross-Modal Event Camera Tracking based on Gaussian SplattingCode1
TSGaussian: Semantic and Depth-Guided Target-Specific Gaussian Splatting from Sparse ViewsCode1
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View ImagesCode1
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic ReconstructionCode1
UniGS: Modeling Unitary 3D Gaussians for Novel View Synthesis from Sparse-view ImagesCode1
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View ReconstructionCode1
GP-GS: Gaussian Processes for Enhanced Gaussian SplattingCode1
GS-I^3: Gaussian Splatting for Surface Reconstruction from Illumination-Inconsistent ImagesCode1
Diffuse3D: Wide-Angle 3D Photography via Bilateral DiffusionCode1
V4d: voxel for 4d novel view synthesisCode1
3D Reconstruction and New View Synthesis of Indoor Environments based on a Dual Neural Radiance FieldCode1
CDGS: Confidence-Aware Depth Regularization for 3D Gaussian SplattingCode1
Differentiable Rendering with Reparameterized Volume SamplingCode1
GIR: 3D Gaussian Inverse Rendering for Relightable Scene FactorizationCode1
GNeRF: GAN-based Neural Radiance Field without Posed CameraCode1
Gaussians-to-Life: Text-Driven Animation of 3D Gaussian Splatting ScenesCode1
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion ModelsCode1
ORCa: Glossy Objects as Radiance Field CamerasCode1
Differentiable Neural Surface Refinement for Modeling Transparent Objects0
CBARF: Cascaded Bundle-Adjusting Neural Radiance Fields from Imperfect Camera Poses0
DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting0
DHGS: Decoupled Hybrid Gaussian Splatting for Driving Scene0
CATSplat: Context-Aware Transformer with Spatial Guidance for Generalizable 3D Gaussian Splatting from A Single-View Image0
A Hierarchical Compression Technique for 3D Gaussian Splatting Compression0
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes0
Generalizable Neural Voxels for Fast Human Radiance Fields0
DGNS: Deformable Gaussian Splatting and Dynamic Neural Surface for Monocular Dynamic 3D Reconstruction0
Generalizable Neural Radiance Fields for Novel View Synthesis with Transformer0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2K-Planes (hybrid)PSNR26.92Unverified
3JAXNeRFPSNR26.92Unverified
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
103DGEERLPIPS0.21Unverified
#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