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 351400 of 1441 papers

TitleStatusHype
Efficient Density Control for 3D Gaussian SplattingCode1
Consistent Quantity-Quality Control across Scenes for Deployment-Aware Gaussian SplattingCode1
Hybrid Neural Rendering for Large-Scale Scenes with Motion BlurCode1
IBRNet: Learning Multi-View Image-Based RenderingCode1
LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion ModelCode1
Evaluate Geometry of Radiance Fields with Low-frequency Color PriorCode1
Point-Based Radiance Fields for Controllable Human Motion SynthesisCode1
HumanGif: Single-View Human Diffusion with Generative PriorCode1
CorresNeRF: Image Correspondence Priors for Neural Radiance FieldsCode1
Learning Dense Object Descriptors from Multiple Views for Low-shot Category GeneralizationCode1
AutoNeRF: Training Implicit Scene Representations with Autonomous AgentsCode1
Learning Naturally Aggregated Appearance for Efficient 3D EditingCode1
Human Pose Manipulation and Novel View Synthesis using Differentiable RenderingCode1
Editing Conditional Radiance FieldsCode1
How to Use Diffusion Priors under Sparse Views?Code1
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth EstimationCode1
Exploiting Deblurring Networks for Radiance FieldsCode1
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian SplattingCode1
360MonoDepth: High-Resolution 360° Monocular Depth EstimationCode1
E2GS: Event Enhanced Gaussian SplattingCode1
Extrapolated Urban View Synthesis BenchmarkCode1
HM3D-ABO: A Photo-realistic Dataset for Object-centric Multi-view 3D ReconstructionCode1
IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance FieldCode1
PR-ENDO: Physically Based Relightable Gaussian Splatting for EndoscopyCode1
RefRef: A Synthetic Dataset and Benchmark for Reconstructing Refractive and Reflective ObjectsCode1
ActiveNeRF: Learning where to See with Uncertainty EstimationCode1
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
HDR-NeRF: High Dynamic Range Neural Radiance FieldsCode1
Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion ModelsCode1
Dynamic Scene Understanding through Object-Centric Voxelization and Neural RenderingCode1
Harnessing Low-Frequency Neural Fields for Few-Shot View SynthesisCode1
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw ImagesCode1
Hallucinated Neural Radiance Fields in the WildCode1
Dynamic NeRFs for Soccer ScenesCode1
G-Style: Stylized Gaussian SplattingCode1
GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersCode1
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
GS-I^3: Gaussian Splatting for Surface Reconstruction from Illumination-Inconsistent ImagesCode1
ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance FieldCode1
GP-GS: Gaussian Processes for Enhanced Gaussian SplattingCode1
PhysGaia: A Physics-Aware Dataset of Multi-Body Interactions for Dynamic Novel View SynthesisCode1
CoherentGS: Sparse Novel View Synthesis with Coherent 3D GaussiansCode1
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View ImagesCode1
Multi-task View Synthesis with Neural Radiance FieldsCode1
DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving ScenesCode1
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation ModelsCode1
Feature Splatting for Better Novel View Synthesis with Low OverlapCode1
Anti-Aliased 2D Gaussian SplattingCode1
GNeRF: GAN-based Neural Radiance Field without Posed CameraCode1
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