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Benchmarks
Radiology Report Generation on MIMIC-CXR Frontal+Lateral-to-Text
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0.62
Atl.
XGeM
0.204
0.312
0.42
0.528
Jan 8, 2025
Atl.
Cmgl.
Cnsl.
Edm.
Enl.
Les.
Opc.
Eff.
Pnm.
Ptx.
No Finding Score
Micro F1
Macro F1
Weighted F1
Updated 3mo ago
Evaluation Results
Method
Method
Links
Atl.
Cmgl.
Cnsl.
Edm.
Enl.
Les.
Opc.
Eff.
Pnm.
Ptx.
No Finding Score
Micro F1
Macro F1
Weighted F1
XGeM
Input Modality=Frontal...
2025.01
0.62
0.61
0.17
0.7
0.12
0.27
0.53
0.79
0.58
0.37
0.91
0.73
0.46
0.73
CoDiXR
Input Modality=Frontal...
2025.01
0.61
0.6
0.17
0.7
0.09
0.31
0.51
0.78
0.58
0.27
0.9
0.72
0.45
0.72
CXRMate
Input Modality=Frontal...
2025.01
0.38
0.4
0.17
0.55
0.02
0.1
0.22
0.67
0.31
0.22
0.82
0.62
0.39
0.58
UniXGen
Input Modality=Frontal...
2025.01
0.22
0.16
0.06
0.3
0.01
0
0.17
0.33
0.17
0.02
0.75
0.49
0.16
0.45
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