MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures

Benchmark Model Rank Results
novel-view-synthesis-on-llffJAXNeRF#2PSNR: 26.92LPIPS: 0.173SSIM: 0.831
novel-view-synthesis-on-llffNeRF#7PSNR: 26.5LPIPS: 0.25SSIM: 0.811
novel-view-synthesis-on-llffMobileNeRF#10PSNR: 25.91LPIPS: 0.183SSIM: 0.825
novel-view-synthesis-on-llffSNeRG#12PSNR: 25.63LPIPS: 0.183SSIM: 0.818
novel-view-synthesis-on-nerfJAXNeRF#21PSNR: 31.65SSIM: 0.952LPIPS: 0.051
novel-view-synthesis-on-nerfNeRF#24PSNR: 31SSIM: 0.947LPIPS: 0.081
novel-view-synthesis-on-nerfMobileNeRF#25PSNR: 30.9SSIM: 0.947LPIPS: 0.062
novel-view-synthesis-on-nerfSNeRG#26PSNR: 30.38SSIM: 0.95LPIPS: 0.05
novel-view-synthesis-on-mip-nerf-360NeRF++#24LPIPS: 0.427PSNR: 22.76SSIM: 0.548
novel-view-synthesis-on-mip-nerf-360MobileNeRF#25LPIPS: 0.47PSNR: 21.95SSIM: 0.47
novel-view-synthesis-on-mip-nerf-360NeRF#26LPIPS: 0.515PSNR: 21.46SSIM: 0.458