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Models/Stable Diffusion 1.5

Stable Diffusion 1.5

Reported on 12 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Audio6 results

10-shot image generationonDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2021-12-20
5.4292
best: 6.1829 (LCM (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
10-shot image generationonDrawBench
Human Preference Alignement (HPSv2)· 2021-12-20
0.2646
best: 0.261 (LCM)
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
10-shot image generationonDrawBench
Text Alignement (SentenceBERT)· 2021-12-20
0.5997
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
1 Image, 2*2 StitchionDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2021-12-20
5.4292
best: 6.1829 (LCM (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
1 Image, 2*2 StitchionDrawBench
Human Preference Alignement (HPSv2)· 2021-12-20
0.2646
best: 0.261 (LCM)
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
1 Image, 2*2 StitchionDrawBench
Text Alignement (SentenceBERT)· 2021-12-20
0.5997
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752

Medical3 results

Image GenerationonDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2021-12-20
5.4292
best: 6.1829 (LCM (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
Image GenerationonDrawBench
Human Preference Alignement (HPSv2)· 2021-12-20
0.2646
best: 0.261 (LCM)
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
Image GenerationonDrawBench
Text Alignement (SentenceBERT)· 2021-12-20
0.5997
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752

Natural Language Processing3 results

Text-to-Image GenerationonDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2021-12-20
5.4292
best: 6.1829 (LCM (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
Text-to-Image GenerationonDrawBench
Human Preference Alignement (HPSv2)· 2021-12-20
0.2646
best: 0.261 (LCM)
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752
Text-to-Image GenerationonDrawBench
Text Alignement (SentenceBERT)· 2021-12-20
0.5997
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
SOTA
High-Resolution Image Synthesis with Latent Diffusion Models arXiv:2112.10752