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MIMIC-CXR
Image Generation on MIMIC-CXR
Metric: FID (RadDino) (lower is better)
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#
Model
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FID (RadDino)
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Extra Data
Paper
Date
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Code
1
Sana
54.22
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
2
Pixart Sigma
60.15
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
3
RadEdit
69.69
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
4
LLM-CXR
71.24
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
5
SD V3.5 Medium (LoRA r128)
74.58
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
6
Lumina 2.0 (LoRA r128)
88.28
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
7
SD V3.5 Medium (LoRA r32)
93.1
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
8
Lumina 2.0 (LoRA r32)
101.19
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
9
SD V1-5
118.93
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
10
Flux.1-Dev (LoRA r32)
122.4
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
11
SD V1-4
125.18
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
12
SD V2-1
186.53
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
13
SD V2
194.72
No
CheXGenBench: A Unified Benchmark For Fidelity, ...
2025-05-15
Code
#1
Sana
SOTA
54.22
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#2
Pixart Sigma
SOTA
60.15
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#3
RadEdit
SOTA
69.69
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#4
LLM-CXR
SOTA
71.24
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#5
SD V3.5 Medium (LoRA r128)
SOTA
74.58
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#6
Lumina 2.0 (LoRA r128)
SOTA
88.28
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#7
SD V3.5 Medium (LoRA r32)
SOTA
93.1
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#8
Lumina 2.0 (LoRA r32)
SOTA
101.19
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#9
SD V1-5
SOTA
118.93
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#10
Flux.1-Dev (LoRA r32)
SOTA
122.4
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#11
SD V1-4
SOTA
125.18
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#12
SD V2-1
SOTA
186.53
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code
#13
SD V2
SOTA
194.72
FID (RadDino)
· 2025-05-15
CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs
Code