VITON
Benchmarks
TaskDatasetSOTA resultTrendResults
VITON-HD (test)
89.85SSIM
57
VITON-HD 1024x768 (test)
89.5SSIM
21
VITON paired HD (test)
4.54FID
19
VITON-HD high-resolution (test)
8.485FID
18
VITON (test)
0.893SSIM
14
VITON-HD
9.121FID
12
VITON-HD high-resolution (1024 x 768) (test)
9.08FID
8
VITON original (test)
0.852SSIM
7
VITON-HD single-garment (test)
39.772FID
6
VITON-HD
0.371DINO-I
6
VITON unpaired
9.46FID
6
VITON (test)
15.4Error (Easy)
6
VITON (Hard)
82.8SSIM
6
VITON Medium
84.1SSIM
6
VITON Easy
85.4SSIM
6
VITON (All)
0.845SSIM
6
VITON-HD
4.36Person Identity
5
VITON (test)
0.892Latency (s)
5
VITON-HD (test)
0.289CLIP-T Score
5
VITON paired setting
0.888SSIM
5
VITON
10.09FID
5
VITON-HD unpaired/paired 512x384 resolution
0.061LPIPS
4
augmented VITON (test)
91SSIM
4
VITON-HD Unpaired 512×384
8.266FID
3
VITON-HD 512×384 (Paired)
4.438FID
3