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Models/MobileNeRF

MobileNeRF

Reported on 9 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision9 results

Novel View SynthesisonMip-NeRF 360
LPIPS· 2022-07-30
0.47
best: 0.171 (MVGS)
SOTA
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonNeRF
LPIPS· 2022-07-30
0.062
best: 0.028 (Deformable Beta Splatting)
SOTA
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonLLFF
LPIPS· 2022-07-30
0.183
best: 0.149 (TensoRF + NeRFLiX)
SOTA
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonMip-NeRF 360
PSNR· 2022-07-30
21.95
best: Infinity (Li Auto Inc.)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonMip-NeRF 360
SSIM· 2022-07-30
0.47
best: Infinity (Li Auto Inc.)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonNeRF
PSNR· 2022-07-30
30.9
best: 34.66 (Deformable Beta Splatting)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonNeRF
SSIM· 2022-07-30
0.947
best: 0.973 (Deformable Beta Splatting)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonLLFF
PSNR· 2022-07-30
25.91
best: 27.39 (TensoRF + NeRFLiX)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277
Novel View SynthesisonLLFF
SSIM· 2022-07-30
0.825
best: 0.867 (TensoRF + NeRFLiX)
MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures arXiv:2208.00277