3D Face Reconstruction On Realy

평가 지표

@cheek

@forehead

@mouth

@nose

all

평가 결과

이 벤치마크에서 각 모델의 성능 결과

비교 표

모델 이름	@cheek	@forehead	@mouth	@nose	all
self-supervised-monocular-3d-face	1.665 (±0.644)	2.248 (±0.508)	1.409 (±0.418)	1.827 (±0.383)	1.787
3d-face-reconstruction-with-the-geometric	1.110 (±0.328)	1.809 (±0.394)	1.237 (±0.375)	1.584 (±0.308)	1.435
accurate-3d-face-reconstruction-with-weakly	1.528 (±0.501)	2.015 (±0.449)	1.368 (±0.439)	1.719 (±0.354)	1.657
towards-high-fidelity-nonlinear-3d-face	1.918 (±0.801)	4.582 (±1.488)	2.375 (±0.599)	2.936 (±0.810)	2.953
expnet-landmark-free-deep-3d-facial	1.717 (±0.590)	3.084 (±1.005)	1.912 (±0.450)	2.509 (±0.486)	2.306
towards-realistic-generative-3d-face-models	1.141 (±0.303)	2.102 (±0.512)	2.087 (±0.839)	1.656 (±0.374)	1.746
joint-3d-face-reconstruction-and-dense	1.863 (±0.698)	2.429 (±0.588)	1.838 (±0.637)	1.923 (±0.518)	2.013
a-perceptual-shape-loss-for-monocular-3d-face	1.593 (±0.540)	2.350 (±0.551)	1.876 (±0.563)	1.708 (±0.349)	1.882
mosar-monocular-semi-supervised-model-for	1.128 (±0.303)	1.950 (±0.559)	1.424 (±0.462)	1.499 (±0.366)	1.500
ffhq-uv-normalized-facial-uv-texture-dataset	0.943	1.631	1.339	1.681	1.399
ganfit-generative-adversarial-network-fitting	1.329 (±0.504)	2.402 (±0.545)	1.812 (±0.544)	1.928 (±0.490)	1.868
learning-an-animatable-detailed-3d-face-model	1.443 (±0.498)	2.457 (±0.559)	2.802 (±0.868)	2.138 (±0.461)	2.210
a-hierarchical-representation-network-for	1.072 (±0.333)	1.995 (±0.476)	1.357 (±0.523)	1.722 (±0.330)	1.537
synergy-between-3dmm-and-3d-landmarks-for	1.647 (±0.622)	2.679 (±0.741)	1.731 (±0.502)	2.026 (±0.532)	2.021
emoca-emotion-driven-monocular-face-capture	1.495 (±0.469)	2.595 (±0.631)	2.929 (±1.106)	2.532 (±0.539)	2.388
hiface-high-fidelity-3d-face-reconstruction	1.291 (±0.362)	1.324 (±0.334)	1.450 (±0.413)	1.036 (±0.280)	1.275
towards-metrical-reconstruction-of-human	1.099 (±0.324)	2.374 (±0.683)	3.478 (±1.204)	1.585 (±0.325)	2.134
learning-to-regress-3d-face-shape-and	2.028 (±0.720)	2.995 (±0.908)	2.074 (±0.616)	1.934 (±0.458)	2.258
emoca-emotion-driven-monocular-face-capture	1.438 (±0.501)	2.426 (±0.641)	2.679 (±1.112)	1.868 (±0.387)	2.103
learning-an-animatable-detailed-3d-face-model	1.479 (±0.535)	2.394 (±0.576)	2.516 (±0.839)	1.697 (±0.355)	2.010
towards-fast-accurate-and-stable-3d-dense-1	1.757 (±0.642)	2.447 (±0.647)	1.597 (±0.478)	1.903 (±0.517)	1.926
sadrnet-self-aligned-dual-face-regression	1.856 (±0.701)	2.413 (±0.537)	1.591 (±0.488)	1.791 (±0.542)	1.913
hiface-high-fidelity-3d-face-reconstruction	1.342 (±0.384)	1.331 (±0.347)	1.461 (±0.430)	1.054 (±0.317)	1.297
self-supervised-3d-face-reconstruction-via-1	1.456 (±0.485)	2.384 (±0.578)	1.448 (±0.406)	2.779 (±0.835)	2.017