TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Medical/Image Generation/ImageNet 512x512

Image Generation on ImageNet 512x512

Metric: NFE (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕NFE▼Extra DataPaperDate↕Code
1DDT-XL/2(22en6de 675M + guidance interval )500NoDDT: Decoupled Diffusion Transformer2025-04-08Code
2DDT-XL/2 + UCGM-S (SD-VAE + 150 sampling steps + CFG)300NoUnified Continuous Generative Models2025-05-12Code
3DDT-XL/2 + UCGM-S (SD-VAE + 100 sampling steps + CFG)200NoUnified Continuous Generative Models2025-05-12Code
4EDM2-XXL126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
5EDM2-XL126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
6EDM2-L126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
7EDM2-M126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
8EDM2-S126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
9EDM2-XS126NoAnalyzing and Improving the Training Dynamics of...2023-12-05Code
10EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3)50NoDirect Discriminative Optimization: Your Likelih...2025-03-03Code
11SiDA-EDM2-XXL (1.5B)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
12SiDA-EDM2-XL (1.1B)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
13SiDA-EDM2-L (777M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
14SiDA-EDM2-M (498M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
15SiDA-EDM2-S (280M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
16SiD-EDM2-XL (1.1B)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
17SiD-EDM2-L (777M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
18SiD-EDM2-XXL (1.5B)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
19SiD-EDM2-M (498M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
20SiDA-EDM2-XS (125M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
21SiD-EDM2-S (280M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code
22SiD-EDM2-XS (125M)1NoAdversarial Score identity Distillation: Rapidly...2024-10-19Code