| 1 | EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3) | 1.21 | No | Direct Discriminative Optimization: Your Likelih... | 2025-03-03 | Code |
| 2 | DDT-XL/2 + UCGM-S (SD-VAE + 150 sampling steps + CFG) | 1.24 | No | Unified Continuous Generative Models | 2025-05-12 | Code |
| 3 | DDT-XL/2 + UCGM-S (SD-VAE + 100 sampling steps + CFG) | 1.25 | No | Unified Continuous Generative Models | 2025-05-12 | Code |
| 4 | EDM2-XXL Autoguidance | 1.25 | No | Guiding a Diffusion Model with a Bad Version of ... | 2024-06-04 | Code |
| 5 | DDT-XL/2(22en6de 675M + guidance interval ) | 1.28 | No | DDT: Decoupled Diffusion Transformer | 2025-04-08 | Code |
| 6 | EDM2- S Autoguidance (XS, T /16) | 1.34 | No | Guiding a Diffusion Model with a Bad Version of ... | 2024-06-04 | Code |
| 7 | SiDA-EDM2-XXL (1.5B) | 1.366 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 8 | SiDA-EDM2-XL (1.1B) | 1.379 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 9 | EDM2-XXL w/ guidance interval | 1.4 | No | Applying Guidance in a Limited Interval Improves... | 2024-04-11 | Code |
| 10 | SiDA-EDM2-L (777M) | 1.413 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 11 | SiD2 | 1.48 | No | Simpler Diffusion (SiD2): 1.5 FID on ImageNet512... | 2024-10-25 | - |
| 12 | SiDA-EDM2-M (498M) | 1.488 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 13 | SiDA-EDM2-S (280M) | 1.669 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 14 | EDM2-S w/ guidance interval | 1.68 | No | Applying Guidance in a Limited Interval Improves... | 2024-04-11 | Code |
| 15 | GMem | 1.71 | No | Generative Modeling with Explicit Memory | 2024-12-11 | Code |
| 16 | DC-AE-f32 + USiT-2B | 1.72 | No | Deep Compression Autoencoder for Efficient High-... | 2024-10-14 | Code |
| 17 | MAR-L, Diff Loss | 1.73 | No | Autoregressive Image Generation without Vector Q... | 2024-06-17 | Code |
| 18 | SIMS | 1.73 | No | Self-Improving Diffusion Models with Synthetic D... | 2024-08-29 | - |
| 19 | PaGoDA | 1.8 | No | PaGoDA: Progressive Growing of a One-Step Genera... | 2024-05-23 | Code |
| 20 | EDM2-XXL | 1.81 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 21 | EDM2-XL | 1.85 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 22 | EDM2-L | 1.88 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 23 | SiD-EDM2-XL (1.1B) | 1.888 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 24 | SiD-EDM2-L (777M) | 1.907 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 25 | MAGVIT-v2 | 1.91 | No | Language Model Beats Diffusion -- Tokenizer is K... | 2023-10-09 | Code |
| 26 | SiD-EDM2-XXL (1.5B) | 1.969 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 27 | EDM2-M | 2.01 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 28 | SiD-EDM2-M (498M) | 2.06 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 29 | TiTok-B-128 | 2.13 | No | An Image is Worth 32 Tokens for Reconstruction a... | 2024-06-11 | Code |
| 30 | SiDA-EDM2-XS (125M) | 2.156 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 31 | EDM2-S | 2.23 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 32 | DiT-XL/2 with CADS | 2.31 | No | CADS: Unleashing the Diversity of Diffusion Mode... | 2023-10-26 | - |
| 33 | StyleGAN-XL | 2.4 | No | StyleGAN-XL: Scaling StyleGAN to Large Diverse D... | 2022-02-01 | Code |
| 34 | TiTok-L-64 | 2.49 | No | An Image is Worth 32 Tokens for Reconstruction a... | 2024-06-11 | Code |
| 35 | DiffiT | 2.67 | No | DiffiT: Diffusion Vision Transformers for Image ... | 2023-12-04 | Code |
| 36 | SiD-EDM2-S (280M) | 2.707 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 37 | DiT-XL/2 with SA-Solver | 2.8 | No | SA-Solver: Stochastic Adams Solver for Fast Samp... | 2023-09-10 | Code |
| 38 | DiMR-XL/3R | 2.89 | No | Alleviating Distortion in Image Generation via M... | 2024-06-13 | Code |
| 39 | EDM2-XS | 2.91 | No | Analyzing and Improving the Training Dynamics of... | 2023-12-05 | Code |
| 40 | GIVT-Causal-L+A | 2.92 | No | GIVT: Generative Infinite-Vocabulary Transformers | 2023-12-04 | Code |
| 41 | DiT-XL/2 | 3.04 | No | Scalable Diffusion Models with Transformers | 2022-12-19 | Code |
| 42 | MAGVIT-v2 (w/o guidance) | 3.07 | No | Language Model Beats Diffusion -- Tokenizer is K... | 2023-10-09 | Code |
| 43 | SiD-EDM2-XS (125M) | 3.353 | No | Adversarial Score identity Distillation: Rapidly... | 2024-10-19 | Code |
| 44 | DPC-U | 3.54 | No | - | - | - |
| 45 | Latent Diffusion (LDM-4-G) | 3.6 | No | High-Resolution Image Synthesis with Latent Diff... | 2021-12-20 | Code |
| 46 | Poly-INR | 3.81 | No | Polynomial Implicit Neural Representations For L... | 2023-03-20 | Code |
| 47 | ADM-G, ADM-U | 3.85 | No | Diffusion Models Beat GANs on Image Synthesis | 2021-05-11 | Code |
| 48 | simple diffusion (U-Net) | 4.28 | No | Simple diffusion: End-to-end diffusion for high ... | 2023-01-26 | Code |
| 49 | MaskGIT (a=0.05) | 4.46 | No | MaskGIT: Masked Generative Image Transformer | 2022-02-08 | Code |
| 50 | simple diffusion (U-ViT, L) | 4.53 | No | Simple diffusion: End-to-end diffusion for high ... | 2023-01-26 | Code |
| 51 | MaskGIT | 7.32 | No | MaskGIT: Masked Generative Image Transformer | 2022-02-08 | Code |
| 52 | ADM-G | 7.72 | No | Diffusion Models Beat GANs on Image Synthesis | 2021-05-11 | Code |