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Models/PaGoDA

PaGoDA

Reported on 7 benchmarks across 1 task · 1 paper · 4 SOTA

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

Medical7 results

Image GenerationonImageNet 64x64
FID· 2024-05-23
1.21
best: 0.92 (SIMS)
SOTA
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 32x32
FID· 2024-05-23
0.79
SOTA
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 128x128
FID· 2024-05-23
1.48
best: 1.26 (SiD2)
SOTA
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 256x256
FID· 2024-05-23
1.56
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
SOTA
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 64x64
Inception Score· 2024-05-23
76.47
best: 78.7 (LEGO)
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 64x64
NFE· 2024-05-23
1
best: 126 (SIMS)
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822
Image GenerationonImageNet 512x512
FID· 2024-05-23
1.8
best: 1.21 (EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3))
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher arXiv:2405.14822