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

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Showing 851–900 of 1441 papers

TitleStatusHype
FSGS: Real-Time Few-shot View Synthesis using Gaussian SplattingCode2
Gaussian Grouping: Segment and Edit Anything in 3D ScenesCode2
DeformGS: Scene Flow in Highly Deformable Scenes for Deformable Object Manipulation—0
SparseGS: Real-Time 360° Sparse View Synthesis using Gaussian SplattingCode0
Periodic Vibration Gaussian: Dynamic Urban Scene Reconstruction and Real-time Rendering—0
CompGS: Smaller and Faster Gaussian Splatting with Vector QuantizationCode2
Language Embedded 3D Gaussians for Open-Vocabulary Scene UnderstandingCode1
SODA: Bottleneck Diffusion Models for Representation LearningCode1
HUGS: Human Gaussian SplatsCode2
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPSCode2
LiveNVS: Neural View Synthesis on Live RGB-D StreamsCode1
UC-NeRF: Neural Radiance Field for Under-Calibrated Multi-view Cameras in Autonomous Driving—0
Mip-Splatting: Alias-free 3D Gaussian SplattingCode3
Animatable 3D Gaussian: Fast and High-Quality Reconstruction of Multiple Human AvatarsCode1
Relightable 3D Gaussians: Realistic Point Cloud Relighting with BRDF Decomposition and Ray Tracing—0
HawkI: Homography & Mutual Information Guidance for 3D-free Single Image to Aerial ViewCode1
GS-IR: 3D Gaussian Splatting for Inverse RenderingCode2
NeuRAD: Neural Rendering for Autonomous DrivingCode2
Obj-NeRF: Extract Object NeRFs from Multi-view Images—0
HumanRecon: Neural Reconstruction of Dynamic Human Using Geometric Cues and Physical PriorsCode0
Coordinate-Aware Modulation for Neural FieldsCode1
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space—0
Compact 3D Gaussian Representation for Radiance FieldCode2
Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields—0
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning—0
Structure-Aware Sparse-View X-ray 3D ReconstructionCode5
Compressed 3D Gaussian Splatting for Accelerated Novel View SynthesisCode0
Adaptive Shells for Efficient Neural Radiance Field Rendering—0
Improved Positional Encoding for Implicit Neural Representation based Compact Data Representation—0
VoxNeRF: Bridging Voxel Representation and Neural Radiance Fields for Enhanced Indoor View Synthesis—0
Real-Time Neural Rasterization for Large Scenes—0
Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images—0
VET: Visual Error Tomography for Point Cloud Completion and High-Quality Neural RenderingCode1
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features—0
UP-NeRF: Unconstrained Pose-Prior-Free Neural Radiance FieldsCode1
3D-Aware Talking-Head Video Motion Transfer—0
MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis—0
PDF: Point Diffusion Implicit Function for Large-scale Scene Neural Representation—0
Novel View Synthesis from a Single RGBD Image for Indoor Scenes—0
Neural Implicit Field Editing Considering Object-environment Interaction—0
CustomNet: Zero-shot Object Customization with Variable-Viewpoints in Text-to-Image Diffusion Models—0
IDDR-NGP: Incorporating Detectors for Distractors Removal with Instant Neural Radiance FieldCode1
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single ImageCode2
Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations—0
PERF: Panoramic Neural Radiance Field from a Single PanoramaCode2
iNVS: Repurposing Diffusion Inpainters for Novel View Synthesis—0
Relit-NeuLF: Efficient Relighting and Novel View Synthesis via Neural 4D Light FieldCode1
VQ-NeRF: Vector Quantization Enhances Implicit Neural Representations—0
ManifoldNeRF: View-dependent Image Feature Supervision for Few-shot Neural Radiance FieldsCode0
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All datasetsLLFFMip-NeRF 360NeRFTanks and TemplesRefRefDONeRF: Evaluation DatasetX3DRTMVScanNetACIDSWORDHDR-GS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39—Unverified
2K-Planes (hybrid)PSNR26.92—Unverified
3JAXNeRFPSNR26.92—Unverified
4Plenoxels + NeRFLiXPSNR26.9—Unverified
5K-Planes (explicit)PSNR26.78—Unverified
6TensoRFPSNR26.73—Unverified
7NeRFPSNR26.5—Unverified
8PlenoxelsPSNR26.29—Unverified
9HyperReelPSNR26.2—Unverified
10MobileNeRFPSNR25.91—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52—Unverified
2MobileNeRFLPIPS0.47—Unverified
3NeRF++LPIPS0.43—Unverified
4C3DGSLPIPS0.25—Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24—Unverified
6HAC 3DGSLPIPS0.23—Unverified
7Compact3DLPIPS0.23—Unverified
8Self-Organizing GaussiansLPIPS0.22—Unverified
93D Gaussian SplattingLPIPS0.21—Unverified
103DGEERLPIPS0.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66—Unverified
2Self-Organizing GaussiansPSNR33.7—Unverified
3I-NGPPSNR33.18—Unverified
4TensoRFPSNR33.14—Unverified
5K-Planes (hybrid)PSNR32.36—Unverified
6K-Planes (explicit)PSNR32.21—Unverified
7PlenoxelsPSNR31.71—Unverified
8JAXNeRFPSNR31.65—Unverified
9NeRFPSNR31—Unverified
10MobileNeRFPSNR30.9—Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24—Unverified
2TensoRF + NeRFLiXPSNR28.94—Unverified
3Plenoxels + NeRFLiXPSNR28.61—Unverified
4Self-Organizing GaussiansPSNR25.63—Unverified
5HAC 3DGSPSNR24.4—Unverified
6Compact3DPSNR23.47—Unverified
73D Gaussian SplattingPSNR23.14—Unverified
8Mip-NERF 360PSNR19.65—Unverified
9DIVeR + NeRFLiXSSIM0.92—Unverified
10C3DGSPSNR0.23—Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34—Unverified
2Zip-NeRFAverage PSNR (dB)26.11—Unverified
3R3FAverage PSNR (dB)24.95—Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13—Unverified
5Rose-NeRFAverage PSNR (dB)22.86—Unverified
6NeuSAverage PSNR (dB)19.62—Unverified
7SplatfactoAverage PSNR (dB)19.53—Unverified
8TNSRAverage PSNR (dB)18.64—Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1—Unverified
2Instant NGPPSNR33.1—Unverified
3AdaNeRFPSNR30.9—Unverified
4NeRFPSNR30.9—Unverified
5DoNeRFPSNR30.8—Unverified
6TermiNeRFPSNR29.8—Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37—Unverified
2NAFPSNR38.81—Unverified
3TensoRFPSNR37.67—Unverified
4NeATPSNR36.01—Unverified
5NeRFPSNR32.49—Unverified
6InTomoPSNR31.96—Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59—Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15—Unverified
3Pixel-NeRF (env: ABC)PSNR12.15—Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13—Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5—Unverified
23DGUTPSNR30.64—Unverified
3EVERPSNR29.47—Unverified
4FisheyeGSPSNR27.81—Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88—Unverified
2hybridNLL5.34—Unverified
3impl.-catdepthSSIM0.42—Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11—Unverified
2StereoLayers (2 layers)LPIPS0.1—Unverified
3StereoLayersLPIPS0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37—Unverified
2HDR-NeRFAverage PSNR36.4—Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15—Unverified
2NeRF--Average PSNR23.92—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84—Unverified
2Impl.-depthNLL4.84—Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21—Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14—Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63—Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7—Unverified