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 651700 of 1441 papers

TitleStatusHype
Revising Densification in Gaussian Splatting0
HFNeRF: Learning Human Biomechanic Features with Neural Radiance Fields0
Learning Topology Uniformed Face Mesh by Volume Rendering for Multi-view Reconstruction0
CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis0
Z-Splat: Z-Axis Gaussian Splatting for Camera-Sonar FusionCode1
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis0
Per-Gaussian Embedding-Based Deformation for Deformable 3D Gaussian Splatting0
RaFE: Generative Radiance Fields Restoration0
The More You See in 2D, the More You Perceive in 3DCode2
LiDAR4D: Dynamic Neural Fields for Novel Space-time View LiDAR SynthesisCode3
Many-to-many Image Generation with Auto-regressive Diffusion Models0
NeRFCodec: Neural Feature Compression Meets Neural Radiance Fields for Memory-Efficient Scene Representation0
GS2Mesh: Surface Reconstruction from Gaussian Splatting via Novel Stereo ViewsCode3
SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering0
Mirror-3DGS: Incorporating Mirror Reflections into 3D Gaussian SplattingCode0
SGCNeRF: Few-Shot Neural Rendering via Sparse Geometric Consistency Guidance0
CityGaussian: Real-time High-quality Large-Scale Scene Rendering with GaussiansCode5
Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated ObjectsCode0
Snap-it, Tap-it, Splat-it: Tactile-Informed 3D Gaussian Splatting for Reconstructing Challenging Surfaces0
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and DenoisingCode0
SGD: Street View Synthesis with Gaussian Splatting and Diffusion Prior0
InstantSplat: Sparse-view SfM-free Gaussian Splatting in SecondsCode5
Stable Surface Regularization for Fast Few-Shot NeRF0
Grounding and Enhancing Grid-based Models for Neural Fields0
GauStudio: A Modular Framework for 3D Gaussian Splatting and BeyondCode5
SAID-NeRF: Segmentation-AIDed NeRF for Depth Completion of Transparent Objects0
Mitigating Motion Blur in Neural Radiance Fields with Events and FramesCode1
XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold0
CoherentGS: Sparse Novel View Synthesis with Coherent 3D GaussiansCode1
Modeling uncertainty for Gaussian Splatting0
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering0
SplatFace: Gaussian Splat Face Reconstruction Leveraging an Optimizable Surface0
2D Gaussian Splatting for Geometrically Accurate Radiance FieldsCode7
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation0
DN-Splatter: Depth and Normal Priors for Gaussian Splatting and MeshingCode4
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric ConsistencyCode0
CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs0
INPC: Implicit Neural Point Clouds for Radiance Field Rendering0
REFRAME: Reflective Surface Real-Time Rendering for Mobile DevicesCode1
CG-SLAM: Efficient Dense RGB-D SLAM in a Consistent Uncertainty-aware 3D Gaussian FieldCode2
PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human ModelingCode2
Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image Collections0
Pixel-GS: Density Control with Pixel-aware Gradient for 3D Gaussian Splatting0
Zero123-6D: Zero-shot Novel View Synthesis for RGB Category-level 6D Pose Estimation0
Leveraging Thermal Modality to Enhance Reconstruction in Low-Light ConditionsCode1
CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View SynthesisCode0
MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View ImagesCode5
HAC: Hash-grid Assisted Context for 3D Gaussian Splatting CompressionCode3
Gaussian Splatting on the Move: Blur and Rolling Shutter Compensation for Natural Camera MotionCode3
RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS0
Show:102550
← PrevPage 14 of 29Next →

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