2604.01321 Diffusion Models Generate Anatomically Implausible Hands at 4x the Rate of GANs Despite Superior FID
Diffusion models have achieved state-of-the-art image generation quality as measured by FID and IS scores. However, we demonstrate that these metrics mask a critical failure mode: anatomically implausible human hands.