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 51100 of 1441 papers

TitleStatusHype
3DGEER: Exact and Efficient Volumetric Rendering with 3D GaussiansCode1
Radiant Triangle Soup with Soft Connectivity Forces for 3D Reconstruction and Novel View Synthesis0
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views0
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian SplattingCode1
ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGSCode2
Mobi-π: Mobilizing Your Robot Learning Policy0
3D-UIR: 3D Gaussian for Underwater 3D Scene Reconstruction via Physics Based Appearance-Medium Decoupling0
Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field ReconstructionCode0
Sparse2DGS: Sparse-View Surface Reconstruction using 2D Gaussian Splatting with Dense Point Cloud0
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View SynthesisCode0
ErpGS: Equirectangular Image Rendering enhanced with 3D Gaussian Regularization0
Triangle Splatting for Real-Time Radiance Field Rendering0
Veta-GS: View-dependent deformable 3D Gaussian Splatting for thermal infrared Novel-view Synthesis0
Improving Novel view synthesis of 360^ Scenes in Extremely Sparse Views by Jointly Training Hemisphere Sampled Synthetic ImagesCode0
Geometry-guided Online 3D Video Synthesis with Multi-View Temporal Consistency0
SuperGS: Consistent and Detailed 3D Super-Resolution Scene Reconstruction via Gaussian Splatting0
SpikeGen: Generative Framework for Visual Spike Stream Processing0
CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting0
RealEngine: Simulating Autonomous Driving in Realistic ContextCode1
Continuous Representation Methods, Theories, and Applications: An Overview and PerspectivesCode1
MGStream: Motion-aware 3D Gaussian for Streamable Dynamic Scene ReconstructionCode1
Recollection from Pensieve: Novel View Synthesis via Learning from Uncalibrated VideosCode2
Hybrid 3D-4D Gaussian Splatting for Fast Dynamic Scene RepresentationCode2
SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations0
Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views0
Consistent Quantity-Quality Control across Scenes for Deployment-Aware Gaussian SplattingCode1
NVSPolicy: Adaptive Novel-View Synthesis for Generalizable Language-Conditioned Policy Learning0
VRSplat: Fast and Robust Gaussian Splatting for Virtual RealityCode2
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset0
Geometric Prior-Guided Neural Implicit Surface Reconstruction in the Wild0
NeuGen: Amplifying the 'Neural' in Neural Radiance Fields for Domain Generalization0
RefRef: A Synthetic Dataset and Benchmark for Reconstructing Refractive and Reflective ObjectsCode1
Steepest Descent Density Control for Compact 3D Gaussian Splatting0
SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting0
High Dynamic Range Novel View Synthesis with Single ExposureCode0
RayZer: A Self-supervised Large View Synthesis Model0
GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion0
Unconstrained Large-scale 3D Reconstruction and Rendering across Altitudes0
TesserAct: Learning 4D Embodied World Models0
CE-NPBG: Connectivity Enhanced Neural Point-Based Graphics for Novel View Synthesis in Autonomous Driving Scenes0
TransparentGS: Fast Inverse Rendering of Transparent Objects with Gaussians0
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian SplattingCode1
CasualHDRSplat: Robust High Dynamic Range 3D Gaussian Splatting from Casually Captured VideosCode1
HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes0
Visibility-Uncertainty-guided 3D Gaussian Inpainting via Scene Conceptional LearningCode0
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video0
VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control0
Metamon-GS: Enhancing Representability with Variance-Guided Densification and Light Encoding0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays0
SLAM&Render: A Benchmark for the Intersection Between Neural Rendering, Gaussian Splatting and SLAMCode0
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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