4D-Dress
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
4D-DRESS
76AUC @ 1cm
21
4D-Dress
7.399Mean Value
16
4D-DRESS (test)
66AUC @ 1cm
10
4D-DRESS (test)
-67.46BD-rate (PSNR)
9
4D-DRESS 43 (test)
-52.45BD-rate (SSIM)
9
4D-Dress
1.14Chamfer Distance
9
4D-DRESS cloth + human
2.271CD
8
4D-DRESS cloth
2.782Chamfer Distance (CD)
8
4D-Dress 1.0 (test)
0.9Overall Score
8
4D-DRESS partial
22.7PA-MPJPE
7
4D-DRESS
17.3PA-MPJPE
7
4D-DRESS SMPL-X (test)
0.589V2V Error (All)
6
4D-Dress
1.897V2V Error (All)
6
4D-Dress (test)
25.07PSNR
6
4D-DRESS (first frame of 82 scans)
35.21PSNR
4
4D-DRESS (test)
0.539V2V Error
4
4D-Dress Upper (test)
27.4Chamfer Distance
4
4D-Dress Lower (test)
27.8CD
4
4D-DRESS
0.418POR Score
4
4D-DRESS Outer Garment
29.66CD (mm)
3
4D-DRESS Lower Garment
23.09Chamfer Distance (mm)
3
4D-DRESS Upper Garment
23.02Chamfer Distance (mm)
3
4D-DRESS (test)
28.06PSNR
3
4D-Dress 00190-Inner-Take2
0.986SSIM
3
4D-Dress 00175-Inner-Take4
0.988SSIM
3