Pixart Sigma

Reported on 4 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.

Audio2 results

10-shot image generationonMIMIC-CXR
FID (RadDino)· 2025-05-15
60.15
best: 54.22 (Sana)
SOTA
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs arXiv:2505.10496
1 Image, 2*2 StitchionMIMIC-CXR
FID (RadDino)· 2025-05-15
60.15
best: 54.22 (Sana)
SOTA
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs arXiv:2505.10496

Medical1 result

Image GenerationonMIMIC-CXR
FID (RadDino)· 2025-05-15
60.15
best: 54.22 (Sana)
SOTA
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs arXiv:2505.10496

Natural Language Processing1 result

Text-to-Image GenerationonMIMIC-CXR
FID (RadDino)· 2025-05-15
60.15
best: 54.22 (Sana)
SOTA
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs arXiv:2505.10496