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
Learning Novel View Synthesis from Heterogeneous Low-light Captures0
HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting0
GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation0
ThermoNeRF: Joint RGB and Thermal Novel View Synthesis for Building Facades using Multimodal Neural Radiance FieldsCode2
FLex: Joint Pose and Dynamic Radiance Fields Optimization for Stereo Endoscopic Videos0
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial ImageryCode2
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video DiffusionCode3
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging0
RoGUENeRF: A Robust Geometry-Consistent Universal Enhancer for NeRF0
BAD-Gaussians: Bundle Adjusted Deblur Gaussian SplattingCode3
Diffusion Models are Geometry Critics: Single Image 3D Editing Using Pre-Trained Diffusion Priors0
Hybrid Explicit Representation for Ultra-Realistic Head Avatars0
GeoGaussian: Geometry-aware Gaussian Splatting for Scene Rendering0
Recent Advances in 3D Gaussian Splatting0
MSI-NeRF: Linking Omni-Depth with View Synthesis through Multi-Sphere Image aided Generalizable Neural Radiance FieldCode1
HourglassNeRF: Casting an Hourglass as a Bundle of Rays for Few-shot Neural Rendering0
Ctrl123: Consistent Novel View Synthesis via Closed-Loop Transcription0
GGRt: Towards Pose-free Generalizable 3D Gaussian Splatting in Real-time0
Relaxing Accurate Initialization Constraint for 3D Gaussian SplattingCode3
Q-SLAM: Quadric Representations for Monocular SLAM0
Learning Generalizable Feature Fields for Mobile Manipulation0
FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization0
FSViewFusion: Few-Shots View Generation of Novel Objects0
DNGaussian: Optimizing Sparse-View 3D Gaussian Radiance Fields with Global-Local Depth NormalizationCode3
V3D: Video Diffusion Models are Effective 3D GeneratorsCode4
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?0
Lightning NeRF: Efficient Hybrid Scene Representation for Autonomous DrivingCode2
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel ModelingCode2
Radiative Gaussian Splatting for Efficient X-ray Novel View SynthesisCode4
Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces0
DART: Implicit Doppler Tomography for Radar Novel View Synthesis0
Depth-Guided Robust and Fast Point Cloud Fusion NeRF for Sparse Input Views0
DaReNeRF: Direction-aware Representation for Dynamic Scenes0
Neural Field Classifiers via Target Encoding and Classification Loss0
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt TuningCode1
ViewFusion: Towards Multi-View Consistency via Interpolated DenoisingCode2
PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis0
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint SynthesisCode1
GVA: Reconstructing Vivid 3D Gaussian Avatars from Monocular Videos0
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency0
TaylorGrid: Towards Fast and High-Quality Implicit Field Learning via Direct Taylor-based Grid Optimization0
FrameNeRF: A Simple and Efficient Framework for Few-shot Novel View Synthesis0
Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance FieldsCode1
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction0
GES: Generalized Exponential Splatting for Efficient Radiance Field RenderingCode3
PC-NeRF: Parent-Child Neural Radiance Fields Using Sparse LiDAR Frames in Autonomous Driving EnvironmentsCode2
3D Gaussian as a New Era: A Survey0
NCRF: Neural Contact Radiance Fields for Free-Viewpoint Rendering of Hand-Object Interaction0
SPAD : Spatially Aware Multiview Diffusers0
EscherNet: A Generative Model for Scalable View SynthesisCode3
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