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Novel View Synthesis On Llff

Metrics

LPIPS

PSNR

SSIM

Results

Performance results of various models on this benchmark

Model Name	LPIPS	PSNR	SSIM	Paper Title	Repository
NeRF	0.25	26.5	0.811	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures	-
AdaNeRF	-	25.7	-	HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling	-
K-Planes (hybrid)	-	26.92	0.847	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance	-
HyperReel	-	26.2	-	HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling	-
TermiNeRF	-	23.6	-	HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling	-
Plenoxels + NeRFLiX	0.156	26.9	0.864	NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer	-
DoNeRF	-	22.9	-	HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling	-
Plenoxels	-	26.29	-	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance	-
SNeRG	0.183	25.63	0.818	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures	-
TensoRF	-	26.73	0.839	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance	-
JAXNeRF	0.173	26.92	0.831	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures	-
MobileNeRF	0.183	25.91	0.825	MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures	-
K-Planes (explicit)	-	26.78	0.841	K-Planes: Explicit Radiance Fields in Space, Time, and Appearance	-
Instant NGP	-	25.6	-	HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling	-
TensoRF + NeRFLiX	0.149	27.39	0.867	NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer	-

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Novel View Synthesis On Llff | SOTA | HyperAI