MDT

Reported on 5 benchmarks across 5 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio2 results

10-shot image generationonGoPro
PSNR
34.26
best: 35.98 (BSSTNet)
1 Image, 2*2 StitchionGoPro
PSNR
34.26
best: 34.6 (AdaRevD)

Medical1 result

Image GenerationonImageNet 256x256
FID· 2023-03-25
1.79
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer arXiv:2303.14389

Computer Vision1 result

Image DeblurringonGoPro
PSNR
34.26
best: 34.6 (AdaRevD)

Methodology1 result

16konGoPro
PSNR
34.26
best: 34.6 (AdaRevD)