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 13011350 of 1441 papers

TitleStatusHype
LoopSparseGS: Loop Based Sparse-View Friendly Gaussian Splatting0
LP-3DGS: Learning to Prune 3D Gaussian Splatting0
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias0
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement0
MA-NeRF: Motion-Assisted Neural Radiance Fields for Face Synthesis from Sparse Images0
Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh0
Many-to-many Image Generation with Auto-regressive Diffusion Models0
MapGS: Generalizable Pretraining and Data Augmentation for Online Mapping via Novel View Synthesis0
MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views0
Matrix3D: Large Photogrammetry Model All-in-One0
DeformGS: Scene Flow in Highly Deformable Scenes for Deformable Object Manipulation0
MELON: NeRF with Unposed Images in SO(3)0
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos0
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation0
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering0
Metamon-GS: Enhancing Representability with Variance-Guided Densification and Light Encoding0
Methods and strategies for improving the novel view synthesis quality of neural radiation field0
MGS-SLAM: Monocular Sparse Tracking and Gaussian Mapping with Depth Smooth Regularization0
MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields0
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields0
MIRE: Matched Implicit Neural Representations0
MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections0
Mirror-NeRF: Learning Neural Radiance Fields for Mirrors with Whitted-Style Ray Tracing0
MixRT: Mixed Neural Representations For Real-Time NeRF Rendering0
MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending0
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video0
Mobi-π: Mobilizing Your Robot Learning Policy0
Modeling Ambient Scene Dynamics for Free-view Synthesis0
Modeling uncertainty for Gaussian Splatting0
MomentsNeRF: Leveraging Orthogonal Moments for Few-Shot Neural Rendering0
Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching0
MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction0
MonoPatchNeRF: Improving Neural Radiance Fields with Patch-based Monocular Guidance0
Morpheus: Text-Driven 3D Gaussian Splat Shape and Color Stylization0
MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second0
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes0
MPS-NeRF: Generalizable 3D Human Rendering from Multiview Images0
MuDG: Taming Multi-modal Diffusion with Gaussian Splatting for Urban Scene Reconstruction0
MultiDiff: Consistent Novel View Synthesis from a Single Image0
Multiface: A Dataset for Neural Face Rendering0
Multi-Level Neural Scene Graphs for Dynamic Urban Environments0
MonoNeRF: Learning Generalizable NeRFs from Monocular Videos without Camera Pose0
Multi-Plane Neural Radiance Fields for Novel View Synthesis0
Multi-View Unsupervised Image Generation with Cross Attention Guidance0
MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis0
MVDiffusion++: A Dense High-resolution Multi-view Diffusion Model for Single or Sparse-view 3D Object Reconstruction0
MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing0
MVLLaVA: An Intelligent Agent for Unified and Flexible Novel View Synthesis0
MVPGS: Excavating Multi-view Priors for Gaussian Splatting from Sparse Input Views0
My3DGen: A Scalable Personalized 3D Generative Model0
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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