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 851900 of 1441 papers

TitleStatusHype
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space0
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections0
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data0
WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction0
XLD: A Cross-Lane Dataset for Benchmarking Novel Driving View Synthesis0
XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold0
Zero123-6D: Zero-shot Novel View Synthesis for RGB Category-level 6D Pose Estimation0
Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion0
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering0
Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations0
1st Place Solution for ICCV 2023 OmniObject3D Challenge: Sparse-View Reconstruction0
Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation0
MGFs: Masked Gaussian Fields for Meshing Building based on Multi-View Images0
Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views0
2DGH: 2D Gaussian-Hermite Splatting for High-quality Rendering and Better Geometry Reconstruction0
2DGS-Room: Seed-Guided 2D Gaussian Splatting with Geometric Constrains for High-Fidelity Indoor Scene Reconstruction0
360-GS: Layout-guided Panoramic Gaussian Splatting For Indoor Roaming0
360Roam: Real-Time Indoor Roaming Using Geometry-Aware 360^ Radiance Fields0
3D-Aware Talking-Head Video Motion Transfer0
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models0
3D Gaussian as a New Era: A Survey0
3D Gaussian Splatting with Normal Information for Mesh Extraction and Improved Rendering0
3DGS^2: Near Second-order Converging 3D Gaussian Splatting0
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors0
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features0
3DMM-RF: Convolutional Radiance Fields for 3D Face Modeling0
3D Neural Scene Representations for Visuomotor Control0
3D Reconstruction with Generalizable Neural Fields using Scene Priors0
3D-UIR: 3D Gaussian for Underwater 3D Scene Reconstruction via Physics Based Appearance-Medium Decoupling0
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization0
4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives0
6DGS: 6D Pose Estimation from a Single Image and a 3D Gaussian Splatting Model0
6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering0
AbsGS: Recovering Fine Details for 3D Gaussian Splatting0
Accenture-NVS1: A Novel View Synthesis Dataset0
A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose0
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs0
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction0
Adaptive Multiplane Image Generation from a Single Internet Picture0
Adaptive Shells for Efficient Neural Radiance Field Rendering0
Adjustable Visual Appearance for Generalizable Novel View Synthesis0
Advances in 3D Generation: A Survey0
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis0
A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Datasets0
A Hierarchical Compression Technique for 3D Gaussian Splatting Compression0
AIM 2024 Sparse Neural Rendering Challenge: Dataset and Benchmark0
A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction0
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation0
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose0
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction0
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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