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 150 of 1441 papers

TitleStatusHype
VGGT: Visual Geometry Grounded TransformerCode11
3DGUT: Enabling Distorted Cameras and Secondary Rays in Gaussian SplattingCode7
2D Gaussian Splatting for Geometrically Accurate Radiance FieldsCode7
Instant Neural Graphics Primitives with a Multiresolution Hash EncodingCode6
3D Gaussian Splatting for Real-Time Radiance Field RenderingCode6
Nerfstudio: A Modular Framework for Neural Radiance Field DevelopmentCode6
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with GaussiansCode5
Structure-Aware Sparse-View X-ray 3D ReconstructionCode5
ViewCrafter: Taming Video Diffusion Models for High-fidelity Novel View SynthesisCode5
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View ImagesCode5
GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera ControlCode5
Gaussian Opacity Fields: Efficient Adaptive Surface Reconstruction in Unbounded ScenesCode5
GauStudio: A Modular Framework for 3D Gaussian Splatting and BeyondCode5
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale ScenesCode5
InstantSplat: Sparse-view SfM-free Gaussian Splatting in SecondsCode5
DepthSplat: Connecting Gaussian Splatting and DepthCode5
MV-DUSt3R+: Single-Stage Scene Reconstruction from Sparse Views In 2 SecondsCode4
AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using SmartphonesCode4
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and MeshingCode4
Zero-1-to-3: Zero-shot One Image to 3D ObjectCode4
V3D: Video Diffusion Models are Effective 3D GeneratorsCode4
TensoRF: Tensorial Radiance FieldsCode4
GPAvatar: Generalizable and Precise Head Avatar from Image(s)Code4
TRIPS: Trilinear Point Splatting for Real-Time Radiance Field RenderingCode4
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient DescentCode4
Radiative Gaussian Splatting for Efficient X-ray Novel View SynthesisCode4
Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field RenderingCode4
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed ImagesCode4
Dynamic 3D Gaussians: Tracking by Persistent Dynamic View SynthesisCode4
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel ObjectsCode4
Gaussian Splatting SLAMCode4
RaDe-GS: Rasterizing Depth in Gaussian SplattingCode4
MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View StereoCode4
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAMCode4
3D Photography using Context-aware Layered Depth InpaintingCode3
MVGS: Multi-view-regulated Gaussian Splatting for Novel View SynthesisCode3
3D Convex Splatting: Radiance Field Rendering with 3D Smooth ConvexesCode3
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular VideosCode3
MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse ViewsCode3
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View SynthesisCode3
MAGiC-SLAM: Multi-Agent Gaussian Globally Consistent SLAMCode3
LaRa: Efficient Large-Baseline Radiance FieldsCode3
DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian ConsensusCode3
LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR SynthesisCode3
Mip-Splatting: Alias-free 3D Gaussian SplattingCode3
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian SplattingCode3
HAC++: Towards 100X Compression of 3D Gaussian SplattingCode3
Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion ModelsCode3
BAD-Gaussians: Bundle Adjusted Deblur Gaussian SplattingCode3
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting CompressionCode3
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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