DDT-XL/2(22en6de 675M + guidance interval )

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Medical5 results

Image GenerationonImageNet 512x512
NFE· 2025-04-08
500
SOTA
DDT: Decoupled Diffusion Transformer arXiv:2504.05741
Image GenerationonImageNet 512x512
FID· 2025-04-08
1.28
best: 1.21 (EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3))
DDT: Decoupled Diffusion Transformer arXiv:2504.05741
Image GenerationonImageNet 512x512
Inception score· 2025-04-08
305
best: 350.2 (DPC-U)
DDT: Decoupled Diffusion Transformer arXiv:2504.05741
Image GenerationonImageNet 256x256
FID· 2025-04-08
1.26
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
DDT: Decoupled Diffusion Transformer arXiv:2504.05741
Image GenerationonImageNet 256x256
Inception score· 2025-04-08
310.6
best: 338.08 (LEGO-XL)
DDT: Decoupled Diffusion Transformer arXiv:2504.05741