PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

Benchmark Model Rank Results
3d-human-reconstruction-on-4d-dressPIFu_Inner#15Chamfer (cm): 2.696Normal Consistency: 0.792IoU: 0.690
3d-human-reconstruction-on-4d-dressPIFu_Outer#16Chamfer (cm): 2.783Normal Consistency: 0.759IoU: 0.697
3d-human-reconstruction-on-capePIFu (THuman2.0)#4Chamfer (cm): 3.573P2S (cm): 1.483NC: 0.186
3d-human-reconstruction-on-customhumansPIFu#4Chamfer Distance P-to-S: 2.209Chamfer Distance S-to-P: 2.582…
3d-object-reconstruction-from-a-single-image-on-buffPIFu#3Point-to-surface distance (cm): 1.15Chamfer (cm): 1.14…
3d-object-reconstruction-from-a-single-image-on-renderpeoplePIFu#1Point-to-surface distance (cm): 1.52Chamfer (cm): 1.5…
lifelike-3d-human-generation-on-thuman2-0PIFu#6CLIP Similarity: 0.8501SSIM: 0.8884LPIPS: 0.1615PSNR: 15.0248