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SotA/Computer Vision/Reconstruction

Reconstruction

67 benchmarks2 papers

Benchmarks

Reconstruction on 4D-DRESS

Chamfer (cm)Normal ConsistencyIoU

Reconstruction on SemanticKITTI

mIoU

Reconstruction on CustomHumans

Chamfer Distance P-to-SChamfer Distance S-to-PNormal Consistencyf-Score

Reconstruction on ShapeNet

3DIoUF-Score

Reconstruction on NYUv2

mIoU

Reconstruction on ShapeNetCore

3DIoU

Reconstruction on Expressive hands and faces dataset (EHF)

PA V2V (mm), left handPA V2V (mm), whole bodyTR V2V (mm), whole bodyMPJPE-14PA V2V (mm), body onlyTR V2V (mm), body onlyTR V2V (mm), left handPA V2V (mm), faceMPJPE, left handmean P2Smedian P2STR V2V (mm), face

Reconstruction on AGORA

FB-NMVEFB-NMJEFB-MVEFB-MPJPEB-NMVEB-NMJEB-MVEF-MVEB-MPJPEF-MPJPEPA-MPVPELH/RH-MVELH/RH-MPJPE

Reconstruction on CAPE

Chamfer (cm)P2S (cm)NC

Reconstruction on KITTI-360

mIoU

Reconstruction on BEHAVE

Chamfer Distance

Reconstruction on Common Objects in 3D

Avg. F1

Reconstruction on EHF

MPVPEPA V2V (mm), whole bodyPA V2V (mm), face

Reconstruction on GSO

Chamfer DistanceIoUF-Score

Reconstruction on Surreal

MPVPE

Reconstruction on SynthEVox3D-Tiny

A-mIoU

Reconstruction on ADE20K

PSNR

Reconstruction on ATR

FID

Reconstruction on CUB-200-2011

FID

Reconstruction on CelebAMask-HQ

PSNRR-FID

Reconstruction on City Scene Dataset

HDR-VDP2 Q SCOREPSNRSSIM

Reconstruction on Dynamic FAUST

Volumetric IoU

Reconstruction on Expressive hands and faces dataset (EHF).

All

Reconstruction on HCP

SSIM

Reconstruction on Market-HQ

FID

Reconstruction on PPMI

runtime (s)

Reconstruction on TransProteus

R2

Reconstruction on iDesigner

PSNRR-FID