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
pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D ReconstructionCode3
GauFRe: Gaussian Deformation Fields for Real-time Dynamic Novel View Synthesis0
T-Code: Simple Temporal Latent Code for Efficient Dynamic View Synthesis0
SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane ImagesCode1
PNeRFLoc: Visual Localization with Point-based Neural Radiance Fields0
SlimmeRF: Slimmable Radiance FieldsCode1
RANRAC: Robust Neural Scene Representations via Random Ray Consensus0
TIFace: Improving Facial Reconstruction through Tensorial Radiance Fields and Implicit SurfacesCode1
SLS4D: Sparse Latent Space for 4D Novel View Synthesis0
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning0
VaLID: Variable-Length Input Diffusion for Novel View Synthesis0
ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance FieldCode1
NViST: In the Wild New View Synthesis from a Single Image with Transformers0
Global Latent Neural Rendering0
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel ObjectsCode4
Novel View Synthesis with View-Dependent Effects from a Single Image0
Neural Radiance Fields for Transparent Object Using Visual Hull0
NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single ImageCode1
SMERF: Streamable Memory Efficient Radiance Fields for Real-Time Large-Scene Exploration0
Unifying Correspondence, Pose and NeRF for Pose-Free Novel View Synthesis from Stereo PairsCode1
COLMAP-Free 3D Gaussian SplattingCode2
Gaussian Splatting SLAMCode4
UpFusion: Novel View Diffusion from Unposed Sparse View Observations0
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic VideosCode1
CorresNeRF: Image Correspondence Priors for Neural Radiance FieldsCode1
Learning Naturally Aggregated Appearance for Efficient 3D EditingCode1
NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences0
GIR: 3D Gaussian Inverse Rendering for Relightable Scene FactorizationCode1
MuVieCAST: Multi-View Consistent Artistic Style TransferCode1
Towards 4D Human Video StylizationCode0
Multi-View Unsupervised Image Generation with Cross Attention Guidance0
Free3D: Consistent Novel View Synthesis without 3D RepresentationCode1
Artist-Friendly Relightable and Animatable Neural Heads0
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature FieldsCode2
GauHuman: Articulated Gaussian Splatting from Monocular Human VideosCode2
ReconFusion: 3D Reconstruction with Diffusion Priors0
SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic ScenesCode2
Instant Uncertainty Calibration of NeRFs Using a Meta-CalibratorCode0
Re-Nerfing: Improving Novel View Synthesis through Novel View Synthesis0
GaussianHead: High-fidelity Head Avatars with Learnable Gaussian DerivationCode2
GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View SynthesisCode2
ColonNeRF: High-Fidelity Neural Reconstruction of Long Colonoscopy0
SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAMCode4
Fast View Synthesis of Casual Videos with Soup-of-Planes0
SANeRF-HQ: Segment Anything for NeRF in High Quality0
WavePlanes: Compact Hex Planes for Dynamic Novel View SynthesisCode0
ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models0
Self-Evolving Neural Radiance FieldsCode1
RefinedFields: Radiance Fields Refinement for Unconstrained Scenes0
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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