PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

Benchmark Model Rank Results
3d-human-reconstruction-on-4d-dressPIFuHD_Outer#9Chamfer (cm): 2.393Normal Consistency: 0.763IoU: 0.743
3d-human-reconstruction-on-4d-dressPIFuHD_Inner#10Chamfer (cm): 2.426Normal Consistency: 0.793IoU: 0.739
3d-human-reconstruction-on-capePIFuHD#3Chamfer (cm): 3.237P2S (cm): 3.123NC: 0.112
3d-human-reconstruction-on-customhumansPIFuHD#2Chamfer Distance P-to-S: 2.107Chamfer Distance S-to-P: 2.228…
3d-object-reconstruction-from-a-single-image-on-buffML-PIFu (end-to-end)#1Point-to-surface distance (cm): 0.25Chamfer (cm): 1.525…
3d-object-reconstruction-from-a-single-image-on-buffML-PIFu (alternate)#4Point-to-surface distance (cm): 1.63Chamfer (cm): 1.73…
3d-object-reconstruction-from-a-single-image-on-renderpeopleML-PIFu (end-to-end)#3Chamfer (cm): 1.525