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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 1441 papers

TitleStatusHype
6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering—0
AbsGS: Recovering Fine Details for 3D Gaussian Splatting—0
Accenture-NVS1: A Novel View Synthesis Dataset—0
A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose—0
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs—0
Adaptive and Temporally Consistent Gaussian Surfels for Multi-view Dynamic Reconstruction—0
Adaptive Multiplane Image Generation from a Single Internet Picture—0
Adaptive Shells for Efficient Neural Radiance Field Rendering—0
Adjustable Visual Appearance for Generalizable Novel View Synthesis—0
Advances in 3D Generation: A Survey—0
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis—0
A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Datasets—0
A Hierarchical Compression Technique for 3D Gaussian Splatting Compression—0
AIM 2024 Sparse Neural Rendering Challenge: Dataset and Benchmark—0
A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction—0
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation—0
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose—0
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction—0
AnyMap: Learning a General Camera Model for Structure-from-Motion with Unknown Distortion in Dynamic Scenes—0
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views—0
A Pixel Is Worth More Than One 3D Gaussians in Single-View 3D Reconstruction—0
AR-1-to-3: Single Image to Consistent 3D Object Generation via Next-View Prediction—0
ArCSEM: Artistic Colorization of SEM Images via Gaussian Splatting—0
A Refined 3D Gaussian Representation for High-Quality Dynamic Scene Reconstruction—0
Artist-Friendly Relightable and Animatable Neural Heads—0
A self-supervised cyclic neural-analytic approach for novel view synthesis and 3D reconstruction—0
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation—0
ASSR-NeRF: Arbitrary-Scale Super-Resolution on Voxel Grid for High-Quality Radiance Fields Reconstruction—0
Aug3D: Augmenting large scale outdoor datasets for Generalizable Novel View Synthesis—0
AUTO3D: Novel view synthesis through unsupervisely learned variational viewpoint and global 3D representation—0
AutoRF: Learning 3D Object Radiance Fields from Single View Observations—0
AutoSplat: Constrained Gaussian Splatting for Autonomous Driving Scene Reconstruction—0
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling—0
Batch Normalization Alleviates the Spectral Bias in Coordinate Networks—0
Benchmarking Robustness in Neural Radiance Fields—0
Betsu-Betsu: Multi-View Separable 3D Reconstruction of Two Interacting Objects—0
Better Together: Unified Motion Capture and 3D Avatar Reconstruction—0
Beyond Gaussians: Fast and High-Fidelity 3D Splatting with Linear Kernels—0
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields—0
BiGS: Bidirectional Gaussian Primitives for Relightable 3D Gaussian Splatting—0
Bilateral Guided Radiance Field Processing—0
Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis—0
BluNF: Blueprint Neural Field—0
BodyMap: Learning Full-Body Dense Correspondence Map—0
BOGausS: Better Optimized Gaussian Splatting—0
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation—0
Boosting View Synthesis With Residual Transfer—0
Hybrid Explicit Representation for Ultra-Realistic Head Avatars—0
Bright-NeRF:Brightening Neural Radiance Field with Color Restoration from Low-light Raw Images—0
BulletGen: Improving 4D Reconstruction with Bullet-Time Generation—0
Show:102550
← PrevPage 16 of 29Next →
All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2JAXNeRFPSNR26.92—Unverified
3K-Planes (hybrid)PSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
10LightGaussianLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified