HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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Novel View Synthesis On Mip Nerf 360

評価指標

LPIPS
PSNR
SSIM

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
LPIPS
PSNR
SSIM
Paper TitleRepository
HAC 3DGS0.23027.770.811HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression
C3DGS0.24727.080.798Compact 3D Gaussian Representation for Radiance Field-
Compact3D0.22827.160.808CompGS: Smaller and Faster Gaussian Splatting with Vector Quantization
NeRF++0.42722.760.548MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
LightGaussian0.2128.450.857LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
NeRF0.51521.460.458MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
MVGS0.17129.820.877MVGS: Multi-view-regulated Gaussian Splatting for Novel View Synthesis-
MobileNeRF0.4721.950.47MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
Compressed 3D Gaussian Splatting0.23826.980.80Compressed 3D Gaussian Splatting for Accelerated Novel View Synthesis
Li Auto Inc.NaNInfInf--
Self-Organizing Gaussians0.2227.640.864Compact 3D Scene Representation via Self-Organizing Gaussian Grids
3D Gaussian Splatting0.21427.210.8153D Gaussian Splatting for Real-Time Radiance Field Rendering
RadSplat0.17128.140.843--
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