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 251300 of 1441 papers

TitleStatusHype
TSGaussian: Semantic and Depth-Guided Target-Specific Gaussian Splatting from Sparse ViewsCode1
PBR-NeRF: Inverse Rendering with Physics-Based Neural FieldsCode1
Extrapolated Urban View Synthesis BenchmarkCode1
How to Use Diffusion Priors under Sparse Views?Code1
Gaussians-to-Life: Text-Driven Animation of 3D Gaussian Splatting ScenesCode1
PR-ENDO: Physically Based Relightable Gaussian Splatting for EndoscopyCode1
Efficient Density Control for 3D Gaussian SplattingCode1
Self-Ensembling Gaussian Splatting for Few-Shot Novel View SynthesisCode1
UniGS: Modeling Unitary 3D Gaussians for Novel View Synthesis from Sparse-view ImagesCode1
Hybrid bundle-adjusting 3D Gaussians for view consistent rendering with pose optimizationCode1
Triplet: Triangle Patchlet for Mesh-Based Inverse Rendering and Scene Parameters ApproximationCode1
SuperGS: Super-Resolution 3D Gaussian Splatting Enhanced by Variational Residual Features and Uncertainty-Augmented LearningCode1
GS-EVT: Cross-Modal Event Camera Tracking based on Gaussian SplattingCode1
UC-NeRF: Uncertainty-aware Conditional Neural Radiance Fields from Endoscopic Sparse ViewsCode1
G-Style: Stylized Gaussian SplattingCode1
Robust 3D Gaussian Splatting for Novel View Synthesis in Presence of DistractorsCode1
ActiveNeRF: Learning Accurate 3D Geometry by Active Pattern ProjectionCode1
Mipmap-GS: Let Gaussians Deform with Scale-specific Mipmap for Anti-aliasing RenderingCode1
PRTGaussian: Efficient Relighting Using 3D Gaussians with Precomputed Radiance TransferCode1
Dynamic Scene Understanding through Object-Centric Voxelization and Neural RenderingCode1
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw ImagesCode1
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric LinearizationCode1
NeuSurfEmb: A Complete Pipeline for Dense Correspondence-based 6D Object Pose Estimation without CAD ModelsCode1
RS-NeRF: Neural Radiance Fields from Rolling Shutter ImagesCode1
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary ViewsCode1
OSN: Infinite Representations of Dynamic 3D Scenes from Monocular VideosCode1
E2GS: Event Enhanced Gaussian SplattingCode1
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene DestructionCode1
Feature Splatting for Better Novel View Synthesis with Low OverlapCode1
RPBG: Towards Robust Neural Point-based Graphics in the WildCode1
3D Multi-frame Fusion for Video StabilizationCode1
LoopGaussian: Creating 3D Cinemagraph with Multi-view Images via Eulerian Motion FieldCode1
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View ImagesCode1
Gaussian Pancakes: Geometrically-Regularized 3D Gaussian Splatting for Realistic Endoscopic ReconstructionCode1
Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar FusionCode1
Mitigating Motion Blur in Neural Radiance Fields with Events and FramesCode1
CoherentGS: Sparse Novel View Synthesis with Coherent 3D GaussiansCode1
REFRAME: Reflective Surface Real-Time Rendering for Mobile DevicesCode1
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
MSI-NeRF: Linking Omni-Depth with View Synthesis through Multi-Sphere Image aided Generalizable Neural Radiance FieldCode1
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt TuningCode1
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint SynthesisCode1
Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance FieldsCode1
ViewFusion: Learning Composable Diffusion Models for Novel View SynthesisCode1
3D Reconstruction and New View Synthesis of Indoor Environments based on a Dual Neural Radiance FieldCode1
Sharp-NeRF: Grid-based Fast Deblurring Neural Radiance Fields Using Sharpness PriorCode1
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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