3D Reconstruction on 4D-DRESS

Metric: IOU (higher is better)

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#	Model↕	IOU▼	Augmentations	Paper	Date↕	Code
1	BCNet_Upper	0.7	Yes	BCNet: Learning Body and Cloth Shape from A Sing...	2020-04-01	Code
2	SMPLicit_Lower	0.698	Yes	SMPLicit: Topology-aware Generative Model for Cl...	2021-03-11	Code
3	BCNet_Lower	0.675	Yes	BCNet: Learning Body and Cloth Shape from A Sing...	2020-04-01	Code
4	BCNet_Outer	0.639	Yes	BCNet: Learning Body and Cloth Shape from A Sing...	2020-04-01	Code
5	SMPLicit_Outer	0.618	Yes	SMPLicit: Topology-aware Generative Model for Cl...	2021-03-11	Code
6	SMPLicit_Upper	0.617	Yes	SMPLicit: Topology-aware Generative Model for Cl...	2021-03-11	Code
7	ClothWild_Outer	0.588	Yes	3D Clothed Human Reconstruction in the Wild	2022-07-20	Code
8	ClothWild_Lower	0.582	Yes	3D Clothed Human Reconstruction in the Wild	2022-07-20	Code
9	ClothWild_Upper	0.533	Yes	3D Clothed Human Reconstruction in the Wild	2022-07-20	Code

#1BCNet_UpperSOTA
0.7
IOU· Augmentations· 2020-04-01
BCNet: Learning Body and Cloth Shape from A Single Image Code
#2SMPLicit_Lower
0.698
IOU· Augmentations· 2021-03-11
SMPLicit: Topology-aware Generative Model for Clothed People Code
#3BCNet_Lower
0.675
IOU· Augmentations· 2020-04-01
BCNet: Learning Body and Cloth Shape from A Single Image Code
#4BCNet_Outer
0.639
IOU· Augmentations· 2020-04-01
BCNet: Learning Body and Cloth Shape from A Single Image Code
#5SMPLicit_Outer
0.618
IOU· Augmentations· 2021-03-11
SMPLicit: Topology-aware Generative Model for Clothed People Code
#6SMPLicit_Upper
0.617
IOU· Augmentations· 2021-03-11
SMPLicit: Topology-aware Generative Model for Clothed People Code
#7ClothWild_Outer
0.588
IOU· Augmentations· 2022-07-20
3D Clothed Human Reconstruction in the Wild Code
#8ClothWild_Lower
0.582
IOU· Augmentations· 2022-07-20
3D Clothed Human Reconstruction in the Wild Code
#9ClothWild_Upper
0.533
IOU· Augmentations· 2022-07-20
3D Clothed Human Reconstruction in the Wild Code