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 11011150 of 1441 papers

TitleStatusHype
Benchmarking Robustness in Neural Radiance Fields0
WIRE: Wavelet Implicit Neural RepresentationsCode1
HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned SamplingCode2
Neural Point Catacaustics for Novel-View Synthesis of Reflections0
Diffuse3D: Wide-Angle 3D Photography via Bilateral DiffusionCode1
NeRFrac: Neural Radiance Fields through Refractive SurfaceCode1
UHDNeRF: Ultra-High-Definition Neural Radiance Fields0
ICE-NeRF: Interactive Color Editing of NeRFs via Decomposition-Aware Weight Optimization0
ReNeRF: Relightable Neural Radiance Fields with Nearfield Lighting0
NeRF-MS: Neural Radiance Fields with Multi-Sequence0
Cross-Guided Optimization of Radiance Fields With Multi-View Image Super-Resolution for High-Resolution Novel View Synthesis0
ORCa: Glossy Objects As Radiance-Field Cameras0
I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs0
F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories0
RefSR-NeRF: Towards High Fidelity and Super Resolution View SynthesisCode0
Panoptic Compositional Feature Field for Editable Scene Rendering With Network-Inferred Labels via Metric Learning0
Removing Objects From Neural Radiance Fields0
PaletteNeRF: Palette-based Appearance Editing of Neural Radiance Fields0
UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit RepresentationCode0
SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input ImagesCode1
SteerNeRF: Accelerating NeRF Rendering via Smooth Viewpoint Trajectory0
VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View ReconstructionCode1
NeRF-Art: Text-Driven Neural Radiance Fields StylizationCode1
Relightable Neural Human Assets from Multi-view Gradient Illuminations0
Real-Time Neural Light Field on Mobile DevicesCode1
Structured 3D Features for Reconstructing Controllable Avatars0
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth EstimationCode1
Physics-based Indirect Illumination for Inverse Rendering0
ORCa: Glossy Objects as Radiance Field CamerasCode1
EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points0
Non-uniform Sampling Strategies for NeRF on 360 images0
INGeo: Accelerating Instant Neural Scene Reconstruction with Noisy Geometry Priors0
GARF:Geometry-Aware Generalized Neural Radiance Field0
D-TensoRF: Tensorial Radiance Fields for Dynamic Scenes0
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance FieldsCode2
Surface Normal Clustering for Implicit Representation of Manhattan ScenesCode1
Fast Non-Rigid Radiance Fields from Monocularized Data0
NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation0
SparseFusion: Distilling View-conditioned Diffusion for 3D Reconstruction0
DINER: Depth-aware Image-based NEural Radiance fields0
NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° ViewsCode2
One is All: Bridging the Gap Between Neural Radiance Fields Architectures with Progressive Volume DistillationCode1
Learning Dense Object Descriptors from Multiple Views for Low-shot Category GeneralizationCode1
High-fidelity Facial Avatar Reconstruction from Monocular Video with Generative Priors0
High-fidelity 3D GAN Inversion by Pseudo-multi-view OptimizationCode2
Fast-SNARF: A Fast Deformer for Articulated Neural FieldsCode2
Sampling Neural Radiance Fields for Refractive ObjectsCode1
ResNeRF: Geometry-Guided Residual Neural Radiance Field for Indoor Scene Novel View Synthesis0
Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image0
3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2K-Planes (hybrid)PSNR26.92Unverified
3JAXNeRFPSNR26.92Unverified
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
103DGEERLPIPS0.21Unverified
#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