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 9511000 of 1441 papers

TitleStatusHype
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor ScenesCode2
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-ExpertsCode1
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization0
ScanNet++: A High-Fidelity Dataset of 3D Indoor ScenesCode2
Novel-view Synthesis and Pose Estimation for Hand-Object Interaction from Sparse Views0
DReg-NeRF: Deep Registration for Neural Radiance FieldsCode1
Dynamic 3D Gaussians: Tracking by Persistent Dynamic View SynthesisCode4
Ref-DVGO: Reflection-Aware Direct Voxel Grid Optimization for an Improved Quality-Efficiency Trade-Off in Reflective Scene ReconstructionCode1
SceNeRFlow: Time-Consistent Reconstruction of General Dynamic Scenes0
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural FieldsCode2
WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields0
Digging into Depth Priors for Outdoor Neural Radiance Fields0
3D Gaussian Splatting for Real-Time Radiance Field RenderingCode6
Mirror-NeRF: Learning Neural Radiance Fields for Mirrors with Whitted-Style Ray Tracing0
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis0
Implicit Neural Representation in Medical Imaging: A Comparative SurveyCode2
Improved Neural Radiance Fields Using Pseudo-depth and Fusion0
Replay: Multi-modal Multi-view Acted Videos for Casual HolographyCode1
FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields0
Urban Radiance Field Representation with Deformable Neural Mesh PrimitivesCode1
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric RenderingCode2
NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth EstimationCode1
Cross-Ray Neural Radiance Fields for Novel-view Synthesis from Unconstrained Image CollectionsCode1
NEAT: Distilling 3D Wireframes from Neural Attraction FieldsCode1
CeRF: Convolutional Neural Radiance Fields for New View Synthesis with Derivatives of Ray Modeling0
Objaverse-XL: A Universe of 10M+ 3D ObjectsCode3
My3DGen: A Scalable Personalized 3D Generative Model0
RGB-D Mapping and Tracking in a Plenoxel Radiance FieldCode0
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View SynthesisCode1
Self-supervised novel 2D view synthesis of large-scale scenes with efficient multi-scale voxel carvingCode0
MA-NeRF: Motion-Assisted Neural Radiance Fields for Face Synthesis from Sparse Images0
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial PerturbationsCode1
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer ParadigmCode1
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields0
StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street ViewsCode2
BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics PrimitivesCode1
BeyondPixels: A Comprehensive Review of the Evolution of Neural Radiance Fields0
Adjustable Visual Appearance for Generalizable Novel View Synthesis0
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth AdaptationCode1
FastMESH: Fast Surface Reconstruction by Hexagonal Mesh-based Neural Rendering0
PlaNeRF: SVD Unsupervised 3D Plane Regularization for NeRF Large-Scale Scene Reconstruction0
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature DisentanglementCode0
OD-NeRF: Efficient Training of On-the-Fly Dynamic Neural Radiance Fields0
Deceptive-NeRF/3DGS: Diffusion-Generated Pseudo-Observations for High-Quality Sparse-View Reconstruction0
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head AvatarsCode2
LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion ModelCode1
Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance FieldsCode1
OR-NeRF: Object Removing from 3D Scenes Guided by Multiview Segmentation with Neural Radiance FieldsCode1
HumanRF: High-Fidelity Neural Radiance Fields for Humans in MotionCode2
Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions0
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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