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 801850 of 1441 papers

TitleStatusHype
Triangle Splatting for Real-Time Radiance Field Rendering0
TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset0
Turbo-GS: Accelerating 3D Gaussian Fitting for High-Quality Radiance Fields0
UAV4D: Dynamic Neural Rendering of Human-Centric UAV Imagery using Gaussian Splatting0
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving0
UHDNeRF: Ultra-High-Definition Neural Radiance Fields0
Uncertainty-Aware Diffusion Guided Refinement of 3D Scenes0
Uncertainty-Aware Normal-Guided Gaussian Splatting for Surface Reconstruction from Sparse Image Sequences0
Uncertainty-guided Optimal Transport in Depth Supervised Sparse-View 3D Gaussian0
Unconstrained Large-scale 3D Reconstruction and Rendering across Altitudes0
UNeRF: Time and Memory Conscious U-Shaped Network for Training Neural Radiance Fields0
UniForward: Unified 3D Scene and Semantic Field Reconstruction via Feed-Forward Gaussian Splatting from Only Sparse-View Images0
Unifying Correspondence Pose and NeRF for Generalized Pose-Free Novel View Synthesis0
Unsupervised Discovery and Composition of Object Light Fields0
Unsupervised Novel View Synthesis from a Single Image0
Unsupervised Volumetric Animation0
UpFusion: Novel View Diffusion from Unposed Sparse View Observations0
Urban Radiance Fields0
User-in-the-Loop View Sampling with Error Peaking Visualization0
UVA: Towards Unified Volumetric Avatar for View Synthesis, Pose rendering, Geometry and Texture Editing0
VaLID: Variable-Length Input Diffusion for Novel View Synthesis0
VCR-GauS: View Consistent Depth-Normal Regularizer for Gaussian Surface Reconstruction0
VEIGAR: View-consistent Explicit Inpainting and Geometry Alignment for 3D object Removal0
Veta-GS: View-dependent deformable 3D Gaussian Splatting for thermal infrared Novel-view Synthesis0
VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control0
VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis0
Vid-CamEdit: Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry0
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion0
Video Extrapolation in Space and Time0
View Independent Generative Adversarial Network for Novel View Synthesis0
View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis0
View-Invariant Policy Learning via Zero-Shot Novel View Synthesis0
ViFu: Multiple 360^ Objects Reconstruction with Clean Background via Visible Part Fusion0
VINGS-Mono: Visual-Inertial Gaussian Splatting Monocular SLAM in Large Scenes0
Virtual Correspondence: Humans as a Cue for Extreme-View Geometry0
Virtual Memory for 3D Gaussian Splatting0
VistaDream: Sampling multiview consistent images for single-view scene reconstruction0
VistaFlow: Photorealistic Volumetric Reconstruction with Dynamic Resolution Management via Q-Learning0
Visual SLAM with 3D Gaussian Primitives and Depth Priors Enabling Novel View Synthesis0
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models0
VMRF: View Matching Neural Radiance Fields0
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations0
VoteSplat: Hough Voting Gaussian Splatting for 3D Scene Understanding0
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis0
VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations0
VR-Splatting: Foveated Radiance Field Rendering via 3D Gaussian Splatting and Neural Points0
WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields0
WE-GS: An In-the-wild Efficient 3D Gaussian Representation for Unconstrained Photo Collections0
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction0
WildCAT3D: Appearance-Aware Multi-View Diffusion in the Wild0
Show:102550
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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