Poly-INR

Reported on 4 benchmarks across 1 task · 1 paper

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

Medical4 results

Image GenerationonFFHQ 256 x 256
FID· 2023-03-20
2.72
best: 1.68 (StyleSAN-XL)
Polynomial Implicit Neural Representations For Large Diverse Datasets arXiv:2303.11424
Image GenerationonImageNet 128x128
FID· 2023-03-20
2.08
best: 1.26 (SiD2)
Polynomial Implicit Neural Representations For Large Diverse Datasets arXiv:2303.11424
Image GenerationonImageNet 512x512
FID· 2023-03-20
3.81
best: 1.21 (EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3))
Polynomial Implicit Neural Representations For Large Diverse Datasets arXiv:2303.11424
Image GenerationonImageNet 256x256
FID· 2023-03-20
2.86
best: 1.06 (SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG))
Polynomial Implicit Neural Representations For Large Diverse Datasets arXiv:2303.11424