Stable Diffusion

Reported on 5 benchmarks across 5 tasks · 2 papers

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

Audio2 results

10-shot image generationonCOCO (Common Objects in Context)
FID· 2022-11-22
12.63
best: 5 (RAT-Diffusion)
Retrieval-Augmented Multimodal Language Modeling arXiv:2211.12561
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID· 2022-11-22
12.63
best: 5 (RAT-Diffusion)
Retrieval-Augmented Multimodal Language Modeling arXiv:2211.12561

Computer Vision1 result

Object Recognitiononshape bias
shape bias· 2023-09-28
92.7
best: 98.7 (Imagen)
Intriguing properties of generative classifiers arXiv:2309.16779

Medical1 result

Image GenerationonCOCO (Common Objects in Context)
FID· 2022-11-22
12.63
best: 5 (RAT-Diffusion)
Retrieval-Augmented Multimodal Language Modeling arXiv:2211.12561

Natural Language Processing1 result

Text-to-Image GenerationonCOCO (Common Objects in Context)
FID· 2022-11-22
12.63
best: 5 (RAT-Diffusion)
Retrieval-Augmented Multimodal Language Modeling arXiv:2211.12561