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Benchmarks
Medical Image Generation on MIMIC-CXR (test)
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2.7
FID
MedM2G
-0.504
21.123
42.75
64.377
Mar 7, 2024
Jul 8, 2024
Nov 8, 2024
Mar 12, 2025
Jul 13, 2025
Nov 13, 2025
Mar 17, 2026
FID
FID (RAD)
Disease AUROC
ES-FID (Sex)
ES-FID (Race)
ES-FID (Age)
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
FID (RAD)
Disease AUROC
ES-FID (Sex)
ES-FID (Race)
ES-FID (Age)
MedM2G
Pre-train samples=598K
2024.03
2.7
-
-
-
-
-
CoDi
Pre-train samples=512M
2024.03
10.9
-
-
-
-
-
VD
Pre-train samples=700M
2024.03
12.7
-
-
-
-
-
BIND
Pre-train samples=2270K
2024.03
14.6
-
-
-
-
-
CompDiff
2026.03
64.3
6.8
82
78.4
106.2
98.3
FairDiffusion
2026.03
75.1
6.2
74
88.6
115.7
102.5
Baseline
2026.03
82.8
8.7
80
98.3
122.9
111.8
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