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 10511100 of 1441 papers

TitleStatusHype
TEGLO: High Fidelity Canonical Texture Mapping from Single-View Images0
AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation0
Deformable Model-Driven Neural Rendering for High-Fidelity 3D Reconstruction of Human Heads Under Low-View SettingsCode1
GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images0
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates0
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection AttentionCode1
Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization0
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation ModelsCode1
Few-shot Neural Radiance Fields Under Unconstrained Illumination0
DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields0
Zero-1-to-3: Zero-shot One Image to 3D ObjectCode4
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning0
Single-view Neural Radiance Fields with Depth Teacher0
NeRFtrinsic Four: An End-To-End Trainable NeRF Jointly Optimizing Diverse Intrinsic and Extrinsic Camera ParametersCode1
NeRFMeshing: Distilling Neural Radiance Fields into Geometrically-Accurate 3D Meshes0
Mesh Strikes Back: Fast and Efficient Human Reconstruction from RGB videos0
RefiNeRF: Modelling dynamic neural radiance fields with inconsistent or missing camera parametersCode0
Harnessing Low-Frequency Neural Fields for Few-Shot View SynthesisCode1
Frequency-Modulated Point Cloud Rendering with Easy EditingCode1
MELON: NeRF with Unposed Images in SO(3)0
I^2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFsCode1
FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency RegularizationCode2
NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXerCode1
CROSSFIRE: Camera Relocalization On Self-Supervised Features from an Implicit Representation0
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields0
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild0
Multi-Plane Neural Radiance Fields for Novel View Synthesis0
S-NeRF: Neural Radiance Fields for Street Views0
Dynamic Multi-View Scene Reconstruction Using Neural Implicit Surface0
BakedSDF: Meshing Neural SDFs for Real-Time View SynthesisCode2
IntrinsicNGP: Intrinsic Coordinate based Hash Encoding for Human NeRF0
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling0
DiffusioNeRF: Regularizing Neural Radiance Fields with Denoising Diffusion ModelsCode2
Differentiable Rendering with Reparameterized Volume SamplingCode1
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion0
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse InputsCode1
Nerfstudio: A Modular Framework for Neural Radiance Field DevelopmentCode6
NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM0
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding0
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning0
Unsupervised Volumetric Animation0
K-Planes: Explicit Radiance Fields in Space, Time, and AppearanceCode2
HexPlane: A Fast Representation for Dynamic ScenesCode2
Novel-View Acoustic Synthesis0
NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis0
Behind the Scenes: Density Fields for Single View ReconstructionCode2
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and GenerationCode2
A Large-Scale Outdoor Multi-modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction0
Laser: Latent Set Representations for 3D Generative Modeling0
Geometry-biased Transformers for Novel View Synthesis0
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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