BIGRoC-pl (Guided-Diffusion)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Medical3 results

Image GenerationonImageNet 128x128
FID· 2021-08-08
2.77
best: 1.26 (SiD2)
SOTA
BIGRoC: Boosting Image Generation via a Robust Classifier arXiv:2108.03702
Image GenerationonImageNet 256x256
FID· 2021-08-08
3.69
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
SOTA
BIGRoC: Boosting Image Generation via a Robust Classifier arXiv:2108.03702
Image GenerationonImageNet 128x128
IS· 2021-08-08
150.43
best: 190.5 (VDM++)
BIGRoC: Boosting Image Generation via a Robust Classifier arXiv:2108.03702