Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/LCM (Curriculum DPO)

LCM (Curriculum DPO)

Reported on 12 benchmarks across 4 tasks · 1 paper · 4 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)· 2024-05-22
6.1829
SOTA
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
1 Image, 2*2 StitchionDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2024-05-22
6.1829
SOTA
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
10-shot image generationonDrawBench
Human Preference Alignement (HPSv2)· 2024-05-22
0.2851
best: 0.261 (LCM)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
10-shot image generationonDrawBench
Text Alignement (SentenceBERT)· 2024-05-22
0.5812
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
1 Image, 2*2 StitchionDrawBench
Human Preference Alignement (HPSv2)· 2024-05-22
0.2851
best: 0.261 (LCM)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
1 Image, 2*2 StitchionDrawBench
Text Alignement (SentenceBERT)· 2024-05-22
0.5812
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637

Medical3 results

Image GenerationonDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2024-05-22
6.1829
SOTA
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
Image GenerationonDrawBench
Human Preference Alignement (HPSv2)· 2024-05-22
0.2851
best: 0.261 (LCM)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
Image GenerationonDrawBench
Text Alignement (SentenceBERT)· 2024-05-22
0.5812
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637

Natural Language Processing3 results

Text-to-Image GenerationonDrawBench
Aesthetics (Laion Aesthtetics Predictor)· 2024-05-22
6.1829
SOTA
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
Text-to-Image GenerationonDrawBench
Human Preference Alignement (HPSv2)· 2024-05-22
0.2851
best: 0.261 (LCM)
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637
Text-to-Image GenerationonDrawBench
Text Alignement (SentenceBERT)· 2024-05-22
0.5812
best: 0.6234 (Stable Diffusion 1.5 (Curriculum DPO))
Curriculum Direct Preference Optimization for Diffusion and Consistency Models arXiv:2405.13637