HyperAI

3D Face Reconstruction On Realy Side View

Metriken

@cheek
@forehead
@mouth
@nose
all

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle
Modellname@cheek@forehead@mouth@noseall
joint-3d-face-reconstruction-and-dense1.960 (±0.731)2.445 (±0.570)1.856 (±0.607)1.868 (±0.510)2.032
hiface-high-fidelity-3d-face-reconstruction1.360 (±0.395)1.399 (±0.388)1.489 (±0.436)0.985 (±0.237)1.308
accurate-3d-face-reconstruction-with-weakly1.528 (±0.517)2.074 (±0.486)1.411 (±0.395)1.749 (±0.343)1.657
a-perceptual-shape-loss-for-monocular-3d-face1.469 (±0.495)2.454 (±0.608)1.820 (±0.557)1.685 (±0.475)1.857
emoca-emotion-driven-monocular-face-capture1.599 (±0.563)2.606 (±0.686)2.948 (±1.292)2.455 (±0.636)2.402
a-hierarchical-representation-network-for1.038 (±0.322)1.906 (±0.479)1.285 (±0.528)1.642 (±0.310)1.468
3d-face-reconstruction-with-the-geometric1.073 (±0.316)1.861 (±0.421)1.209 (±0.369)1.621 (±0.312)1.441
synergy-between-3dmm-and-3d-landmarks-for1.662 (±0.627)2.638 (±0.719)1.725 (±0.533)2.008 (±0.526)2.008
expnet-landmark-free-deep-3d-facial1.842 (±0.609)3.393 (±1.076)2.160 (±0.448)2.508 (±0.491)2.476
sadrnet-self-aligned-dual-face-regression2.010 (±0.715)2.490 (±0.566)1.560 (±0.462)1.771 (±0.521)1.958
self-supervised-monocular-3d-face1.665 (±0.644)2.248 (±0.508)1.409 (±0.418)1.827 (±0.383)1.787
towards-realistic-generative-3d-face-models1.112 (±0.278)2.142 (±0.554)2.218 (±0.952)1.576 (±0.338)1.762
emoca-emotion-driven-monocular-face-capture1.548 (±0.590)2.448 (±0.708)2.636 (±1.284)1.867 (±0.554)2.125
learning-an-animatable-detailed-3d-face-model1.555 (±0.822)2.519 (±0.718)2.684 (±1.041)2.286 (±1.103)2.261
towards-fast-accurate-and-stable-3d-dense-11.781 (±0.636)2.465 (±0.622)1.642 (±0.501)1.883 (±0.499)1.943
learning-an-animatable-detailed-3d-face-model1.630 (±1.135)2.423 (±0.720)2.472 (±1.079)1.903 (±1.050)2.107
hiface-high-fidelity-3d-face-reconstruction1.4392 (±0.429)1.427 (±0.400)1.505 (±0.454)0.992 (±0.246)1.341
towards-metrical-reconstruction-of-human1.109 (±0.325)2.379 (±0.675)3.567 (±1.212)1.525 (±0.322)2.145
learning-to-regress-3d-face-shape-and2.027 (±0.710)3.081 (±0.950)1.994 (±0.604)1.921 (±0.451)2.256