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 12511300 of 1441 papers

TitleStatusHype
InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior0
INGeo: Accelerating Instant Neural Scene Reconstruction with Noisy Geometry Priors0
INPC: Implicit Neural Point Clouds for Radiance Field Rendering0
Instant Continual Learning of Neural Radiance Fields0
Instant-NVR: Instant Neural Volumetric Rendering for Human-object Interactions from Monocular RGBD Stream0
InteractAvatar: Modeling Hand-Face Interaction in Photorealistic Avatars with Deformable Gaussians0
IntrinsicNGP: Intrinsic Coordinate based Hash Encoding for Human NeRF0
Intrinsic PAPR for Point-level 3D Scene Albedo and Shading Editing0
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis0
IOVS4NeRF:Incremental Optimal View Selection for Large-Scale NeRFs0
IReNe: Instant Recoloring of Neural Radiance Fields0
IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images0
Pseudo-Generalized Dynamic View Synthesis from a Video0
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?0
IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays0
Joint Optimization of Neural Radiance Fields and Continuous Camera Motion from a Monocular Video0
KeyGS: A Keyframe-Centric Gaussian Splatting Method for Monocular Image Sequences0
Laser: Latent Set Representations for 3D Generative Modeling0
Learning autonomous driving from aerial imagery0
Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation0
Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image0
Learning Dynamic View Synthesis With Few RGBD Cameras0
Learning Generalizable Feature Fields for Mobile Manipulation0
Learning Generalizable Light Field Networks from Few Images0
Learning Global Spatial Information for Multi-View Object-Centric Models0
Learning Neural Duplex Radiance Fields for Real-Time View Synthesis0
Learning Neural Radiance Fields from Multi-View Geometry0
Learning Novel View Synthesis from Heterogeneous Low-light Captures0
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering0
Learning Radiance Fields from a Single Snapshot Compressive Image0
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images0
Learning Temporally Consistent Video Depth from Video Diffusion Priors0
Learning Topology Uniformed Face Mesh by Volume Rendering for Multi-view Reconstruction0
Learning Unified Decompositional and Compositional NeRF for Editable Novel View Synthesis0
Learn Your Scales: Towards Scale-Consistent Generative Novel View Synthesis0
LEMON: Localized Editing with Mesh Optimization and Neural Shaders0
LENS: Localization enhanced by NeRF synthesis0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation0
Light4GS: Lightweight Compact 4D Gaussian Splatting Generation via Context Model0
Light Field Diffusion for Single-View Novel View Synthesis0
Light Field View Synthesis via Aperture Disparity and Warping Confidence Map0
LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures0
Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images0
LinPrim: Linear Primitives for Differentiable Volumetric Rendering0
LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors0
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control0
LiveView: Dynamic Target-Centered MPI for View Synthesis0
LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis0
LoGS: Visual Localization via Gaussian Splatting with Fewer Training Images0
LOLNeRF: Learn from One Look0
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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