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
Physically Based Neural LiDAR ResimulationCode0
MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second0
Cameras as Relative Positional Encoding0
LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures0
Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering0
Outdoor Monocular SLAM with Global Scale-Consistent 3D Gaussian Pointmaps0
Refine Any Object in Any SceneCode1
VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding0
UnMix-NeRF: Spectral Unmixing Meets Neural Radiance FieldsCode1
Geometry and Perception Guided Gaussians for Multiview-consistent 3D Generation from a Single Image0
DBMovi-GS: Dynamic View Synthesis from Blurry Monocular Video via Sparse-Controlled Gaussian Splatting0
User-in-the-Loop View Sampling with Error Peaking Visualization0
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting0
DreamAnywhere: Object-Centric Panoramic 3D Scene Generation0
Virtual Memory for 3D Gaussian Splatting0
Self-Supervised Multimodal NeRF for Autonomous DrivingCode1
BulletGen: Improving 4D Reconstruction with Bullet-Time Generation0
R3eVision: A Survey on Robust Rendering, Restoration, and Enhancement for 3D Low-Level VisionCode1
3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-SplattingCode1
HRGS: Hierarchical Gaussian Splatting for Memory-Efficient High-Resolution 3D Reconstruction0
Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry0
WildCAT3D: Appearance-Aware Multi-View Diffusion in the Wild0
TextureSplat: Per-Primitive Texture Mapping for Reflective Gaussian SplattingCode0
Generative 4D Scene Gaussian Splatting with Object View-Synthesis Priors0
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation0
VEIGAR: View-consistent Explicit Inpainting and Geometry Alignment for 3D object Removal0
CGVQM+D: Computer Graphics Video Quality Metric and DatasetCode2
Anti-Aliased 2D Gaussian SplattingCode1
SceneCompleter: Dense 3D Scene Completion for Generative Novel View Synthesis0
UniForward: Unified 3D Scene and Semantic Field Reconstruction via Feed-Forward Gaussian Splatting from Only Sparse-View Images0
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge0
Princeton365: A Diverse Dataset with Accurate Camera PoseCode1
TraGraph-GS: Trajectory Graph-based Gaussian Splatting for Arbitrary Large-Scale Scene Rendering0
Hierarchical Scoring with 3D Gaussian Splatting for Instance Image-Goal Navigation0
Speedy Deformable 3D Gaussian Splatting: Fast Rendering and Compression of Dynamic ScenesCode2
OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian Splatting0
SPC to 3D: Novel View Synthesis from Binary SPC via I2I translation0
Gaussian Mapping for Evolving Scenes0
Splat and Replace: 3D Reconstruction with Repetitive Elements0
SurGSplat: Progressive Geometry-Constrained Gaussian Splatting for Surgical Scene Reconstruction0
On-the-fly Reconstruction for Large-Scale Novel View Synthesis from Unposed Images0
Revisiting Depth Representations for Feed-Forward 3D Gaussian Splatting0
RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion0
ProJo4D: Progressive Joint Optimization for Sparse-View Inverse Physics Estimation0
UAV4D: Dynamic Neural Rendering of Human-Centric UAV Imagery using Gaussian Splatting0
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations0
Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset0
RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS0
PhysGaia: A Physics-Aware Dataset of Multi-Body Interactions for Dynamic Novel View SynthesisCode1
Test-Time Training Done Right0
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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