PITI

Reported on 5 benchmarks across 4 tasks · 1 paper · 5 SOTA

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

Computer Vision3 results

Image-to-Image TranslationonCOCO-Stuff Labels-to-Photos
FID· 2022-05-25
15.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Pretraining is All You Need for Image-to-Image Translation arXiv:2205.12952
Sketch-to-Image TranslationonCOCO-Stuff
FID· 2022-05-25
18.5
SOTA
Pretraining is All You Need for Image-to-Image Translation arXiv:2205.12952
Sketch-to-Image TranslationonCOCO-Stuff
FID-C· 2022-05-25
7.6
SOTA
Pretraining is All You Need for Image-to-Image Translation arXiv:2205.12952

Medical1 result

Image GenerationonCOCO-Stuff Labels-to-Photos
FID· 2022-05-25
15.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Pretraining is All You Need for Image-to-Image Translation arXiv:2205.12952

Miscellaneous1 result

1 Image, 2*2 StitchingonCOCO-Stuff Labels-to-Photos
FID· 2022-05-25
15.6
best: 13.3 (DP-SIMS (ConvNext-XL))
SOTA
Pretraining is All You Need for Image-to-Image Translation arXiv:2205.12952